100+ datasets found
  1. d

    Data from: PLT-D3: A High-fidelity Dynamic Driving Simulation Dataset for...

    • search.dataone.org
    • dataverse.harvard.edu
    Updated Sep 24, 2024
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    Tokarsky, Joshua; Abdulhafiz, Ibrahim; Ayyalasomayajula, Satya; Mohsen, Mostafa; Rao, Navya G.; Forbes, Adam (2024). PLT-D3: A High-fidelity Dynamic Driving Simulation Dataset for Stereo Depth and Scene Flow [Dataset]. http://doi.org/10.7910/DVN/36SQKM
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    Dataset updated
    Sep 24, 2024
    Dataset provided by
    Harvard Dataverse
    Authors
    Tokarsky, Joshua; Abdulhafiz, Ibrahim; Ayyalasomayajula, Satya; Mohsen, Mostafa; Rao, Navya G.; Forbes, Adam
    Description

    A Dynamic-weather Driving Dataset designed specifically to enhance autonomous driving systems' adaptability to diverse weather conditions. Includes stereo image pairs (left and right RGB) with ground truth depth, optical flow and delta disparity.

  2. A

    Automotive Stereo Camera Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Apr 8, 2025
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    Data Insights Market (2025). Automotive Stereo Camera Report [Dataset]. https://www.datainsightsmarket.com/reports/automotive-stereo-camera-129650
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Apr 8, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The automotive stereo camera market is experiencing robust growth, driven by the increasing demand for advanced driver-assistance systems (ADAS) and autonomous driving capabilities. The market's expansion is fueled by several key factors, including stringent government regulations mandating safety features in vehicles, the rising adoption of electric and hybrid vehicles (which often incorporate more advanced technology), and the continuous improvement in camera sensor technology, leading to enhanced image quality and performance at lower costs. The market is segmented by application (passenger cars and commercial vehicles) and type (dynamic and static stereo cameras), with passenger cars currently dominating due to higher production volumes. Dynamic stereo cameras hold a larger market share compared to static cameras, reflecting the growing preference for more sophisticated ADAS features requiring real-time image processing. Leading players such as Continental, Bosch, Autoliv, Denso, and others are actively investing in R&D to enhance camera performance, integration with other sensor technologies (like LiDAR and radar), and develop advanced algorithms for object detection and scene understanding. This competitive landscape fosters innovation and accelerates the overall market growth. Looking ahead, the market is projected to maintain a healthy CAGR, driven by factors such as the increasing penetration of ADAS features in budget-friendly vehicles and the burgeoning development of Level 3 and higher autonomous driving systems. However, challenges remain, including the high initial investment costs associated with integrating advanced camera systems and the potential for data privacy concerns. Moreover, the market's growth will be regionally varied, with North America and Europe expected to continue leading the market, followed by Asia-Pacific, propelled by rapid technological advancements and burgeoning automotive industries in regions like China and India. Nevertheless, the overall outlook for the automotive stereo camera market remains positive, promising substantial growth opportunities for manufacturers and technology providers in the coming years.

  3. Dynamics Data Table for Stereo Versions

    • figshare.com
    xlsx
    Updated Jun 29, 2023
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    L (2023). Dynamics Data Table for Stereo Versions [Dataset]. http://doi.org/10.6084/m9.figshare.23563716.v1
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    xlsxAvailable download formats
    Dataset updated
    Jun 29, 2023
    Dataset provided by
    Figsharehttp://figshare.com/
    figshare
    Authors
    L
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Contains the Excel created to compile and analyze all the values for dynamics registered during the stereo versions analysis.

  4. c

    Global Automotive Stereo Camera Market Report 2025 Edition, Market Size,...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated May 15, 2025
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    Cognitive Market Research (2025). Global Automotive Stereo Camera Market Report 2025 Edition, Market Size, Share, CAGR, Forecast, Revenue [Dataset]. https://www.cognitivemarketresearch.com/automotive-stereo-camera-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    May 15, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    Global Automotive Stereo Camera market size 2025 was XX Million. Automotive Stereo Camera Industry compound annual growth rate (CAGR) will be XX% from 2025 till 2033.

  5. t

    Stereo Blur Dataset - Dataset - LDM

    • service.tib.eu
    Updated Dec 3, 2024
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    (2024). Stereo Blur Dataset - Dataset - LDM [Dataset]. https://service.tib.eu/ldmservice/dataset/stereo-blur-dataset
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    Dataset updated
    Dec 3, 2024
    Description

    A dataset of dynamic scenes with motion blur, curated for the task of dynamic neural radiance field synthesis.

  6. f

    Ablation studies on the DTU dataset.

    • plos.figshare.com
    xls
    Updated Aug 15, 2024
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    Ke Pan; Kefeng Li; Guangyuan Zhang; Zhenfang Zhu; Peng Wang; Zhenfei Wang; Chen Fu; Guangchen Li; Yuxuan Ding (2024). Ablation studies on the DTU dataset. [Dataset]. http://doi.org/10.1371/journal.pone.0309029.t003
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    xlsAvailable download formats
    Dataset updated
    Aug 15, 2024
    Dataset provided by
    PLOS ONE
    Authors
    Ke Pan; Kefeng Li; Guangyuan Zhang; Zhenfang Zhu; Peng Wang; Zhenfei Wang; Chen Fu; Guangchen Li; Yuxuan Ding
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Multi-view stereo based on learning is a critical task in three-dimensional reconstruction, enabling the effective inference of depth maps and the reconstruction of fine-grained scene geometry. However, the results obtained by current popular 3D reconstruction methods are not precise, and achieving high-accuracy scene reconstruction remains challenging due to the pervasive impact of feature extraction and the poor correlation between cost and volume. In addressing these issues, we propose a cascade deep residual inference network to enhance the efficiency and accuracy of multi-view stereo depth estimation. This approach builds a cost-volume pyramid from coarse to fine, generating a lightweight, compact network to improve reconstruction results. Specifically, we introduce the omni-dimensional dynamic atrous spatial pyramid pooling (OSPP), a multiscale feature extraction module capable of generating dense feature maps with multiscale contextual information. The feature maps encoded by the OSPP module can generate dense point clouds without consuming significant memory. Furthermore, to alleviate the issue of feature mismatch in cost volume regularization, we propose a normalization-based 3D attention module. The 3D attention module aggregates crucial information within the cost volume across the dimensions of channel, spatial, and depth. Through extensive experiments on benchmark datasets, notably DTU, we found that the OD-MVSNet model outperforms the baseline model by approximately 1.4% in accuracy loss, 0.9% in completeness loss, and 1.2% in overall loss, demonstrating the effectiveness of our module.

  7. A

    Automotive Stereo Camera Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Apr 7, 2025
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    Archive Market Research (2025). Automotive Stereo Camera Report [Dataset]. https://www.archivemarketresearch.com/reports/automotive-stereo-camera-128261
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    pdf, doc, pptAvailable download formats
    Dataset updated
    Apr 7, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The automotive stereo camera market is experiencing robust growth, driven by increasing demand for advanced driver-assistance systems (ADAS) and autonomous driving features. The market size in 2025 is estimated at $8 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This significant expansion is fueled by several key factors. The rising adoption of ADAS features like lane departure warning, adaptive cruise control, and automatic emergency braking necessitates the integration of stereo cameras for accurate depth perception and object recognition. Furthermore, the automotive industry's ongoing push towards autonomous vehicles significantly boosts market demand, as stereo cameras play a crucial role in environmental perception for self-driving capabilities. Technological advancements, including improved image processing algorithms and reduced sensor costs, also contribute to market growth. Segmentation reveals a strong preference for dynamic stereo cameras over static ones, primarily due to their superior performance in diverse driving conditions. Passenger cars currently dominate the application segment, though the commercial vehicle segment is witnessing considerable growth, driven by increasing safety regulations and the incorporation of autonomous features in commercial fleets. Leading players like Continental, Bosch, Autoliv, and Denso hold significant market share, but emerging players are introducing innovative solutions and challenging the established market leaders. Geographic analysis indicates strong growth across all regions, with North America and Europe currently leading the market due to early adoption of ADAS and autonomous technologies. However, the Asia-Pacific region is projected to witness the fastest growth rate during the forecast period, fueled by rapid economic development, increasing vehicle production, and growing government support for technological advancements in the automotive sector. While challenges such as high initial investment costs and regulatory hurdles remain, the overall outlook for the automotive stereo camera market remains positive, with continuous innovation and expanding applications expected to drive substantial growth over the next decade. By 2033, the market is projected to exceed $25 billion.

  8. Automotive Stereo Camera Market Analysis North America, Europe, APAC, South...

    • technavio.com
    Updated May 15, 2024
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    Technavio (2024). Automotive Stereo Camera Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, China, Germany, Japan, UK - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/automotive-stereo-camera-market-industry-analysis
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    Dataset updated
    May 15, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    China, Japan, Germany, United Kingdom, United States, Global
    Description

    Snapshot img

    Automotive Stereo Camera Market Size 2024-2028

    The automotive stereo camera market size is forecast to increase by USD 661.7 million at a CAGR of 9.8% between 2023 and 2028.

    The market is experiencing significant growth due to the increasing demand for advanced safety solutions in vehicles. This trend is driven by the development of smaller, more cost-effective stereo video cameras. However, the high costs associated with these cameras remain a challenge for market growth. The growing preference for enhanced safety features, particularly In the North American region, is expected to continue fueling market demand. Additionally, the integration of stereo cameras into advanced driver assistance systems (ADAS) and autonomous vehicles is further boosting market growth. Despite these opportunities, the high initial investment and complex installation processes are major obstacles that need to be addressed to expand the market's reach. Overall, the market is poised for steady growth, driven by technological advancements and the increasing focus on vehicle safety.
    

    What will be the Size of the Automotive Stereo Camera Market During the Forecast Period?

    Request Free Sample

    The market is experiencing significant growth due to the increasing adoption of Advanced Driver-Assistance Systems (ADAS) and active safety systems in both passenger cars and commercial vehicles. These technologies rely heavily on camera-based sensors to detect and respond to potential hazards on the road. Autoliv and other automotive industry leaders are investing heavily in camera technologies to meet the rising demand for advanced safety features. Automotive production is shifting towards autonomous vehicles, further fueling the market's expansion. Advancements in stereo camera technology, including improved resolution and field of view, are enhancing the performance and reliability of these systems. The market is poised for continued growth as the global automotive industry embraces the benefits of enhanced safety and autonomy.
    

    How is this Automotive Stereo Camera Industry segmented and which is the largest segment?

    The automotive stereo camera industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

    Application
    
      Passenger cars
      Commercial cars
    
    
    Type
    
      Static
      Dynamic
    
    
    Geography
    
      North America
    
        US
    
    
      Europe
    
        Germany
        UK
    
    
      APAC
    
        China
        Japan
    
    
      South America
    
    
    
      Middle East and Africa
    

    By Application Insights

    The passenger cars segment is estimated to witness significant growth during the forecast period.
    

    The market is experiencing significant growth due to the increasing adoption of advanced driver-assistance systems (ADAS) in passenger cars. This market is primarily driven by the automotive industry's shift towards enhancing safety features and improving the driving experience. The integration of stereo cameras in various ADAS, such as lane departure warning, pedestrian detection, and emergency brake assist systems, is a key trend in this market. Geographically, APAC is expected to lead the automotive production and sales, making it a significant market for automotive stereo cameras. However, the current penetration of these cameras in passenger cars is low, with only a few models incorporating this technology.

    Get a glance at the Automotive Stereo Camera Industry report of share of various segments Request Free Sample

    The passenger cars segment was valued at USD 786.30 million in 2018 and showed a gradual increase during the forecast period.

    Regional Analysis

    North America is estimated to contribute 34% to the growth of the global market during the forecast period.
    

    Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

    For more insights on the market share of various regions, Request Free Sample

    The market in North America experienced significant growth in 2023, with the US being the major contributor. The increasing demand for advanced safety features, particularly in luxury vehicles, is driving the adoption of automotive stereo cameras. Active safety systems, such as automatic emergency braking systems (AEBS) through Advanced Driver-Assistance Systems (ADAS), are increasingly popular, and the US automotive industry has been an early adopter. While initially limited to high-end vehicles, the adoption rate of these systems has expanded. Stereo cameras are essential components of these systems, enabling features like lane departure warning, pedestrian detection, and night vision. The implementation of mandates for advanced safety systems is further boosting the market.

    Market Dynamics

    Our researchers analyzed the data with 2023 as the ba

  9. Binaural room scanning files for a 56-channel circular loudspeaker array

    • zenodo.org
    • data.niaid.nih.gov
    • +1more
    bin, sh, zip
    Updated Jan 24, 2020
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    Hagen Wierstorf; Hagen Wierstorf (2020). Binaural room scanning files for a 56-channel circular loudspeaker array [Dataset]. http://doi.org/10.5281/zenodo.55572
    Explore at:
    sh, bin, zipAvailable download formats
    Dataset updated
    Jan 24, 2020
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Hagen Wierstorf; Hagen Wierstorf
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Binaural room scanning (BRS) files for the simulation of a 56-channel circular loudspeaker array with a diameter of 3m. The loudspeaker array setup is also suited to reproduce stereo or surround recordings.

    The BRS files allow for a dynamic binaural simulation of the actual loudspeaker array using the SoundScape Renderer [1]. With this you can listen to binaural simulations of stereo, surround, or even wave field synthesis (WFS) productions. For example, you can find music productions that can be used with the 56-channel array at [2].

    [1] http://spatialaudio.net/ssr/

    [2] http://dx.doi.org/10.14279/depositonce-5173

  10. F

    i.c.sens Stereo Image Vehicle Dataset

    • data.uni-hannover.de
    • service.tib.eu
    matlab, obj, pdf, png +2
    Updated Jan 20, 2022
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    i.c.sens (2022). i.c.sens Stereo Image Vehicle Dataset [Dataset]. https://data.uni-hannover.de/dataset/icsens-stereo-image-vehicle-dataset
    Explore at:
    pdf(25678040), matlab(10745613), txt(324180), png(1562914), rar(1700056543), obj(65229), txt(122166), rar(1683345254)Available download formats
    Dataset updated
    Jan 20, 2022
    Dataset authored and provided by
    i.c.sens
    License

    Attribution-NonCommercial 3.0 (CC BY-NC 3.0)https://creativecommons.org/licenses/by-nc/3.0/
    License information was derived automatically

    Description

    The i.c.sens Stereo Image Vehicle Dataset is a dataset for vehicle detection, pose estimation, and reconstruction. It consists of street-level stereo images and delivers reference information for the 3D pose and shape of vehicles being visible in the scene. For the acquisition of the data, a vehicle was equipped with a synchronised and calibrated stereo camera rig and stereoscopic image sequences were recorded in urban environments in the city of Hanover for the generation of the data set. Vehicle CAD models are manually fitted to the observations and are provided as reference data.

    Examples of the reference CAD models can be seen in the subsequent figure: https://data.uni-hannover.de/dataset/df2eb5a1-e09f-422d-9dec-537f10d18a2a/resource/43941f67-663f-42ff-b604-298faa0ba754/download/labelsexamples.png" alt="Reference CAD Models" title="Visualisation of the reference CAD models">

    Details on the data and its usage can be found in the provided documentation file.

    Related Publications:

    • Coenen, M. and Rottensteiner, F., 2019: Probabilistic Vehicle Reconstruction Using a Multi-Task CNN. In: IEEE International Conference on Computer Vision Workshops (ICCV Workshops), pp. 822-831. https://ieeexplore.ieee.org/document/9022056

    • Schön, S., Brenner, C., Alkhatib, H., Coenen, M., Dbouk, H., Garcia-Fernandez, N., Fischer, C., Heipke, C., Lohmann, K., Neumann, I., Nguyen, U., Paffenholz, J.-A., Peters, T., Rottensteiner, F., Schachtschneider, J., Sester, M., Sun, L., Vogel, S., Voges, R. and Wagner, B., 2018: Integrity and Collaboration in Dynamic Sensor Networks. Sensors 18(7), pp. 2400-2421. https://www.mdpi.com/1424-8220/18/7/2400

  11. B

    Binocular Type Stereo Camera Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Apr 14, 2025
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    Archive Market Research (2025). Binocular Type Stereo Camera Report [Dataset]. https://www.archivemarketresearch.com/reports/binocular-type-stereo-camera-199917
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    Apr 14, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global binocular type stereo camera market is experiencing robust growth, driven by increasing automation across various sectors and advancements in image processing technologies. The market size in 2025 is estimated at $2.5 billion, demonstrating significant expansion from its 2019 value. This growth is fueled by rising demand for precise 3D vision in applications like industrial automation (particularly robotics and logistics), advanced driver-assistance systems (ADAS), and medical imaging. The adoption of centimeter-level accuracy cameras is also gaining traction, further boosting market expansion. Major trends include the miniaturization of these cameras, improved processing speeds, and the integration of artificial intelligence (AI) for enhanced object recognition and scene understanding. While higher initial costs and the need for specialized expertise can pose some challenges, these are being offset by the significant long-term benefits and return on investment offered by these technologies. We project a Compound Annual Growth Rate (CAGR) of 15% for the period 2025-2033, indicating a substantial market expansion over the forecast period. Key players like FLIR, Stereolabs, and Orbbec are driving innovation and shaping market dynamics through continuous product development and strategic partnerships. The market segmentation highlights the strong contribution of industrial applications, particularly industrial measurement, robotics, and logistics, where the need for accurate 3D vision is paramount. The medical and retail sectors are also emerging as significant growth drivers, leveraging the capabilities of binocular stereo cameras for advanced imaging and automated processes. Geographic expansion is witnessing a significant contribution from Asia-Pacific, specifically China, driven by the rapid industrialization and adoption of advanced technologies in the region. North America and Europe are also expected to maintain robust growth, fueled by strong investments in automation and the presence of key technology players. The competitive landscape is characterized by a mix of established players and emerging innovative companies, leading to dynamic competition and continuous technological advancements in the binocular stereo camera market.

  12. S

    Stereo Microphone Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jun 30, 2025
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    Data Insights Market (2025). Stereo Microphone Report [Dataset]. https://www.datainsightsmarket.com/reports/stereo-microphone-1560086
    Explore at:
    pdf, ppt, docAvailable download formats
    Dataset updated
    Jun 30, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global stereo microphone market is experiencing robust growth, driven by the increasing demand for high-quality audio in various applications. The market, estimated at $1.5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 7% from 2025 to 2033, reaching approximately $2.5 billion by 2033. This growth is fueled by several key factors. The rise of professional and amateur video content creation, particularly on platforms like YouTube and TikTok, significantly boosts demand for superior audio capture. Furthermore, advancements in microphone technology, such as improved directional sensitivity and noise cancellation, are enhancing audio quality and expanding the market's appeal. The gaming industry's expansion also contributes to market growth, with streamers and gamers increasingly seeking high-fidelity microphones for immersive experiences. Finally, the integration of stereo microphones in smartphones and other portable devices further fuels market expansion. However, the market faces certain restraints. Competition from low-cost microphone manufacturers can pressure profit margins. Technological advancements, while driving growth, also require continuous innovation and investment from manufacturers to stay competitive. Furthermore, economic fluctuations can impact consumer spending on professional audio equipment, potentially slowing down market expansion in certain periods. The market is segmented by microphone type (condenser, dynamic), application (broadcasting, filmmaking, live events), and region (North America, Europe, Asia-Pacific, etc.). Key players like Audio-Technica, Shure, Rode, Olympus, Neumann, and Raycom are actively competing to capture market share through innovation and brand recognition. The future of the stereo microphone market is bright, with continuous advancements promising even higher-quality audio capture in a diverse range of applications.

  13. f

    Comparison of GPU memory consumption and inference time on the DTU dataset.

    • plos.figshare.com
    xls
    Updated Aug 15, 2024
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    Ke Pan; Kefeng Li; Guangyuan Zhang; Zhenfang Zhu; Peng Wang; Zhenfei Wang; Chen Fu; Guangchen Li; Yuxuan Ding (2024). Comparison of GPU memory consumption and inference time on the DTU dataset. [Dataset]. http://doi.org/10.1371/journal.pone.0309029.t002
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Aug 15, 2024
    Dataset provided by
    PLOS ONE
    Authors
    Ke Pan; Kefeng Li; Guangyuan Zhang; Zhenfang Zhu; Peng Wang; Zhenfei Wang; Chen Fu; Guangchen Li; Yuxuan Ding
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Comparison of GPU memory consumption and inference time on the DTU dataset.

  14. S

    Stereo Vision Camera Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Feb 7, 2025
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    Data Insights Market (2025). Stereo Vision Camera Report [Dataset]. https://www.datainsightsmarket.com/reports/stereo-vision-camera-1636411
    Explore at:
    ppt, pdf, docAvailable download formats
    Dataset updated
    Feb 7, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    Stereo Vision Camera Market Overview The global stereo vision camera market is projected to grow exponentially in the coming years. The market size was valued at XXX million in 2025 and is expected to reach USD XX million by 2033, exhibiting a significant CAGR over the forecast period. Key drivers of this growth include the increasing adoption of stereo vision systems in autonomous vehicles, robotics, and industrial automation applications. Stereo vision technology offers accurate depth perception and enhanced object recognition, making it essential for various safety and navigation systems in these industries. Market Dynamics and Segmentation The stereo vision camera market is segmented by application and type. By application, the market is divided into autonomous vehicles, industrial automation, robotics, and other segments. The autonomous vehicles segment is anticipated to dominate the market due to rising demand for advanced driver assistance systems (ADAS) and self-driving car technologies. The industrial automation segment is also expected to witness significant growth as stereo vision cameras play a critical role in automated assembly lines and quality control processes. Geographically, North America and Europe are the leading markets for stereo vision cameras, with strong demand from automotive and industrial sectors. Asia-Pacific is expected to be a high-growth region, driven by the rapidly expanding automotive and manufacturing industries in countries like China and India. Stereo Vision Camera Market: A Comprehensive Analysis

  15. D

    Stereo Microphone Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Stereo Microphone Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-stereo-microphone-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Stereo Microphone Market Outlook




    The global stereo microphone market size was valued at approximately USD 1.2 billion in 2023 and is poised to reach an estimated USD 2.8 billion by 2032, exhibiting a compound annual growth rate (CAGR) of 9.5% during the forecast period. This growth is primarily driven by the increasing demand for high-fidelity audio recording equipment across various sectors, including entertainment, media, and professional recording studios. The rising prevalence of content creation on platforms like YouTube and TikTok further catalyzes this expansion, as creators and professionals seek higher-quality audio solutions.




    One of the primary factors contributing to the robust growth of the stereo microphone market is the burgeoning media and entertainment industry. With the exponential rise in the consumption of digital content, there is a corresponding increase in the demand for high-quality audio recording equipment. Professional audio recording studios, filmmakers, and content creators are increasingly investing in advanced stereo microphones to ensure superior audio quality, thereby driving market growth. Additionally, the proliferation of home studios and the DIY culture among musicians and podcasters has further fueled the market demand.




    Technological advancements in microphone technology also play a crucial role in the market's growth. Innovations such as enhanced noise-canceling capabilities, improved sensitivity, and the integration of wireless technology are making stereo microphones more efficient and user-friendly. These advancements are not only attracting professional users but also amateur enthusiasts who seek high-quality audio recording solutions. Furthermore, the increasing affordability of advanced stereo microphones due to technological advancements and economies of scale is making these products accessible to a broader consumer base.




    The expanding application of stereo microphones in various sectors beyond traditional music and entertainment is another significant growth driver. For instance, the growing use of these microphones in broadcasting, public speaking, and live performances is contributing to the market's expansion. The education sector is also emerging as a potential market, with the adoption of stereo microphones for online classes, webinars, and virtual conferences. Additionally, the integration of stereo microphones in consumer electronics, such as smartphones and cameras, is further boosting their demand.



    In the realm of live performances and broadcasting, the role of a Live Streaming Microphone cannot be overstated. These microphones are specifically designed to capture and transmit high-quality audio in real-time, making them essential for live streaming events, concerts, and online broadcasts. The demand for live streaming microphones has surged with the growing popularity of platforms like Twitch and YouTube Live, where content creators and performers strive to deliver immersive audio experiences to their audiences. As the market continues to expand, manufacturers are focusing on enhancing the features of live streaming microphones, such as improved noise cancellation and wireless connectivity, to meet the evolving needs of users. This trend is expected to further drive the growth of the stereo microphone market, as more individuals and organizations invest in high-quality audio equipment for live streaming applications.




    Regionally, North America currently holds a significant share of the stereo microphone market, primarily due to the presence of a large number of professional recording studios, media houses, and content creators. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period. The increasing penetration of internet services, coupled with the growing popularity of digital content creation and consumption, is driving the demand for stereo microphones in this region. Countries like China, India, and Japan are emerging as key markets, with a surge in the adoption of advanced audio recording solutions.



    Type Analysis




    The stereo microphone market is segmented by type into dynamic, condenser, ribbon, and others. Dynamic microphones are known for their durability and are widely used in live performances and broadcasting. These microphones are less sensitive to environmental noise, making them ideal

  16. 3

    3D Stereo Cameras Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Mar 29, 2025
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    Market Report Analytics (2025). 3D Stereo Cameras Report [Dataset]. https://www.marketreportanalytics.com/reports/3d-stereo-cameras-40590
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    ppt, doc, pdfAvailable download formats
    Dataset updated
    Mar 29, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global 3D stereo camera market is experiencing robust growth, driven by increasing demand across diverse sectors. While precise market sizing data for 2025 is unavailable, a logical estimation based on industry reports and observed growth trajectories in related fields like robotics and autonomous vehicles suggests a market valuation of approximately $2.5 billion in 2025. The compound annual growth rate (CAGR) is projected to remain strong, potentially in the range of 15-20% throughout the forecast period (2025-2033), leading to a significant market expansion. Key drivers include the burgeoning adoption of 3D stereo cameras in advanced driver-assistance systems (ADAS) for automobiles, the rise of robotics in industrial automation, and expanding applications in 3D mapping and surveying. Furthermore, advancements in sensor technology, leading to higher resolution, improved accuracy, and reduced costs, are fueling market expansion. Segmentation by application (industrial, photography, others) and voltage (12V, 24V) reveals significant potential for growth in the industrial and automotive sectors, particularly for higher-voltage models suited to these applications. Challenges include the relatively high cost of some 3D stereo camera systems, the need for robust calibration procedures, and the complexity of integrating these cameras into existing systems. However, ongoing technological advancements are steadily addressing these limitations, paving the way for wider adoption across various industries. The competitive landscape is marked by a mix of established players like Stemmer Imaging, Nerian Vision GmbH, and Ensenso, alongside emerging companies like Leopard Imaging Inc. These companies are actively involved in developing innovative solutions tailored to specific industry requirements. Geographic distribution shows strong growth in North America and Europe, driven by early adoption in automotive and industrial sectors. However, significant growth potential exists in the Asia-Pacific region, particularly in China and India, as manufacturing and technological infrastructure continue to advance. The forecast period (2025-2033) promises continued market expansion, propelled by technological progress and increasing demand from various sectors worldwide. Understanding regional nuances and technological advancements will be crucial for success in this dynamic market.

  17. D

    Stereo Cameras Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 22, 2024
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    Dataintelo (2024). Stereo Cameras Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-stereo-cameras-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Sep 22, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Stereo Cameras Market Outlook



    In 2023, the global stereo cameras market size was valued at approximately $2.5 billion, and it is projected to grow at a compound annual growth rate (CAGR) of 13.5% to reach around $6.6 billion by 2032. The significant growth factor driving the market is the increasing demand for advanced imaging technology across various sectors such as automotive, robotics, and security and surveillance.



    One of the primary growth factors of the stereo cameras market is the burgeoning demand in the automotive industry. Stereo cameras are increasingly being integrated into advanced driver-assistance systems (ADAS) and autonomous driving technologies to enhance vehicle safety and navigation. The precision and reliability of stereo cameras in capturing depth information make them indispensable for applications such as obstacle detection, lane-keeping assistance, and pedestrian detection. As automotive manufacturers continue to invest heavily in autonomous vehicle technology, the demand for stereo cameras is expected to surge, thereby propelling market growth.



    Another significant growth driver is the rising adoption of stereo cameras in industrial automation and robotics. Stereo cameras are essential for enabling robots to perceive their environment in three dimensions, which is crucial for tasks that involve object recognition, picking and placing, and navigation. In manufacturing settings, stereo cameras contribute to quality control and inspection processes by providing detailed 3D images of products. The continued advancements in artificial intelligence (AI) and machine learning are further enhancing the capabilities of stereo cameras, making them more efficient and accurate, thereby boosting their adoption in industrial applications.



    The security and surveillance sector is also contributing to the growth of the stereo cameras market. With increasing concerns about safety and security, there is a growing demand for advanced surveillance systems that can provide high-resolution 3D images. Stereo cameras play a critical role in improving the accuracy of surveillance systems by offering enhanced depth perception and better identification of objects and individuals. This is particularly important in crowded and complex environments such as airports, shopping malls, and public transportation hubs where traditional 2D cameras may fall short.



    Regionally, Asia Pacific is expected to dominate the stereo cameras market, driven by rapid industrialization, urbanization, and the increasing adoption of advanced technologies in countries such as China, Japan, and South Korea. The region's strong presence in the consumer electronics and automotive industries also contributes significantly to the market growth. North America and Europe are also key regions, with substantial investments in research and development and a high rate of technological adoption. The presence of leading tech companies and automotive manufacturers further supports the market's expansion in these regions.



    Product Type Analysis



    The stereo cameras market is segmented into three primary product types: Structured Light Stereo Cameras, Time-of-Flight Stereo Cameras, and Passive Stereo Cameras. Each of these categories has distinct advantages and applications, contributing to the overall diversity and growth of the market.



    Structured Light Stereo Cameras employ a system that projects a known pattern of light onto a scene. By analyzing the deformation of the projected light pattern, these cameras can generate precise 3D images. This method is particularly useful in applications that require high accuracy and real-time processing, such as industrial automation and quality control. Structured Light Stereo Cameras are extensively used in manufacturing processes for detailed inspections and measurements, ensuring product standards and reducing defects.



    Time-of-Flight (ToF) Stereo Cameras measure the time it takes for an emitted light signal to return after hitting an object. This technology allows for the rapid acquisition of depth information, making it ideal for dynamic environments where quick and accurate distance measurements are crucial. ToF Stereo Cameras are gaining traction in sectors like automotive and robotics, where they enhance functionalities such as object detection, collision avoidance, and autonomous navigation. The ability to provide real-time data with high precision is a significant factor driving the adoption of ToF Stereo Cameras.



    Passive Stereo Cameras rely on two or more lenses to captu

  18. i

    Stereo Cameras Market - Overview and Outlook by Potential Growth

    • imrmarketreports.com
    Updated Apr 2023
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    Swati Kalagate; Akshay Patil; Vishal Kumbhar (2023). Stereo Cameras Market - Overview and Outlook by Potential Growth [Dataset]. https://www.imrmarketreports.com/reports/stereo-cameras-market
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    Dataset updated
    Apr 2023
    Dataset provided by
    IMR Market Reports
    Authors
    Swati Kalagate; Akshay Patil; Vishal Kumbhar
    License

    https://www.imrmarketreports.com/privacy-policy/https://www.imrmarketreports.com/privacy-policy/

    Description

    The report offers Stereo Cameras Market Dynamics, Comprises Industry development drivers, challenges, opportunities, threats and limitations. A report also incorporates Cost Trend of products, Mergers & Acquisitions, Expansion, Crucial Suppliers of products, Concentration Rate of Steel Coupling Economy. Global Stereo Cameras Market Research Report covers Market Effect Factors investigation chiefly included Technology Progress, Consumer Requires Trend, External Environmental Change.

  19. Z

    Flare-CME-type II events observed by Wind and/or Stereo spacecraft

    • data.niaid.nih.gov
    • zenodo.org
    Updated Oct 7, 2024
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    Raju, Hemapriya (2024). Flare-CME-type II events observed by Wind and/or Stereo spacecraft [Dataset]. https://data.niaid.nih.gov/resources?id=zenodo_13896426
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    Dataset updated
    Oct 7, 2024
    Dataset provided by
    Raju, Hemapriya
    Gopalswamy, Nat
    Akiyama, Sachiko
    Mohan, Atul
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Catalog and List description Catalog is divided into 2 main sections:

    DH type II

    Associated events: CME and flare

    Section1: DH type-II

    It has two sub-sections:

    Properties

    The basic properties of the burst as seen in the decameter-hectometric band dynamic spectrum.

    Start_date, Start_time, End_date, End_time provides the time interval of the burst Freq_start and Freq_end provides the frequency extent.

    The other columns are:

    Detection: All spacecraft that detected the burst

    Best mission: The spacecraft that detected the most long-lived burst signature with the best frequency extent and also had good quality data.

    Peak_Flux: The maximum flux within 3 - 7 MHz range in the data from the best mission.

    F_thresh: The typical background radio flux in the dynamic spectrum during a non-flaring period.

    Quality metrics

    To identify the good data stream and event detection across spacecraft during a burst event, we define multiple quality metrics.

    Data: This metric rate the data stream from each spacecraft in a scale of 0 to 2. When 0 represents data gap, 1 represent poor quality data, often due to lot of intermittent data gaps making it difficult to identify structures in the dynamic spectrum and 2 represent good data. The letter tag W stands for Wind, A for STEREO A and B for STEREO B.

    Event: This metric rates the quality of the event recorded by the best data stream. An event is rated across two axes: shape (S) and intensity (I). A type-II event with a very well identifiable shape in the dynamic spectrum is given a rating of 3 while 1 represents an event whose shape is not very evident. This could be because it extends only within a narrow spectral band or because the event is in a crowded region of the dynamic spectrum where other burst types make the shape determination difficult. Similarly along the intensity axis 3 represents a bright event while 1 denotes an event with a relatively low intensity in the part of the dynamic spectrum where it is detected.

    All events with a metric SxIy, where x>1 and y>1 are generally reliable.

    Reliability: This metric rates the reliability of the radio flux estimates from 3 – 7 MHz range. The letter tag F rates the crowdedness of the dynamic spectral region or ‘Field’ where the burst is observed. If there are numerous other radio emission features in the 3 – 7 MHz band when the type-II emission was happening, then F is given a high value to indicate high crowding in the dynamic spectrum. A value of 2 is given when the crowdedness is so high that the radio flux is not reliable. 1 denote a case where it is barely reliable but the probability of the emission being admixed with other burst types is non-negligible. 0 denotes the best case where the type-II is not close to any other radio emission features and hence the flux estimate is robust. The letter tag R rates the relative flux of the burst in 3 – 7 MHz range vs the flux outside of this chosen band. A value of 1 denotes good relative flux in comparison to the typical mean flux level of the overall type-II burst. A value of 0 would mean the 3 – 7 MHz is not a good representative of the mean flux level of the type-II burst in the entire DH band spectrum.

    So F0R1 events are the events with a very reliable estimate which is representative of the overall DH burst event.

    Section 2: Associated events

    CME

    The date, time, angular width and speed of CMEs associated with each burst are provided. The values are taken from CDAW LASCO CME catalog: https://cdaw.gsfc.nasa.gov/CME_list/

    Flare

    The source location, NOAA active region number, GOES X-ray flux, reconnection flux estimated using the FRED technique (Gopalswamy, N., et al., 2017) and the unsigned magnetic flux are provided.

    The Event lists

    Full catalog: All type-II bursts with a radio flux estimate in 3 – 7 MHz band 2.

    List 1: All events in Full catalog with good Xray flux and CME property estimates.

    List 2: All events in List 1 with SxIy where x>1, y>1, and F0R1 quality metrics. Also those with reconnection flux estimates.

  20. D

    Stereo Truss Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Stereo Truss Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-stereo-truss-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Stereo Truss Market Outlook



    The global stereo truss market size was valued at approximately USD 350 million in 2023 and is projected to reach around USD 620 million by 2032, growing at a compound annual growth rate (CAGR) of 6.6% during the forecast period. This growth can be attributed to several dynamic factors including the increasing demand for sturdy and versatile structural solutions in the event management industry, technological advancements in truss design, and the growing popularity of live performances and events worldwide. With the rising trend of hosting large-scale concerts and exhibitions, the demand for reliable and adaptive truss systems has surged, positioning the stereo truss market for substantial growth over the forecast period.



    One of the significant growth factors driving the stereo truss market is the increasing prevalence of live events and concerts globally. In recent years, there has been a notable shift in consumer preferences toward live experiences, as opposed to digital or virtual ones. This trend has spurred a rise in the number and scale of events, thus propelling the demand for robust and flexible truss systems that can support the intricate lighting and set designs that these events require. Furthermore, the advancements in lighting technology, which necessitate sophisticated suspension mechanisms, have bolstered the need for high-quality truss systems, enabling organizers to create more dynamic and engaging environments.



    Another key driver for the market is the rapid urbanization and the growth of the hospitality and tourism sectors, which have led to an increase in the construction of venues suitable for hosting large events. As cities expand, there is a growing demand for infrastructure that can support cultural activities, conferences, and corporate events. This has resulted in a greater need for stereo truss systems that are not only lightweight and easy to install but also capable of supporting a wide range of creative staging and set-up requirements. Additionally, the increasing investment in the construction of multi-functional venues in emerging economies is further expected to fuel market growth.



    The integration of cutting-edge materials into truss manufacturing processes has also been a significant growth catalyst. Manufacturers are increasingly focusing on developing truss systems that are both lightweight and highly durable, using advanced materials such as high-strength aluminum alloys. This innovation not only enhances the load-bearing capacity of trusses but also improves their portability and ease of setup, thus catering to the needs of dynamic event environments. Moreover, environmental considerations are prompting manufacturers to explore sustainable materials, which could lead to further innovations and increased adoption of stereo trusses in events.



    The introduction of Carbon Fiber Truss systems represents a significant advancement in the stereo truss market. Carbon fiber, known for its exceptional strength-to-weight ratio, offers a lightweight yet robust alternative to traditional materials like aluminum and steel. This innovation is particularly beneficial for large-scale events where ease of transport and quick assembly are crucial. Carbon fiber trusses not only reduce the logistical burden but also enhance the aesthetic appeal of stage setups with their sleek design. As event organizers increasingly seek efficient and visually appealing solutions, the adoption of carbon fiber truss systems is expected to rise, further driving market growth.



    In terms of regional outlook, North America currently dominates the stereo truss market, owing to its well-established event management industry and the high frequency of large-scale concerts and exhibitions. However, Asia Pacific is expected to witness the highest growth rate during the forecast period, driven by rapid urbanization, increasing disposable incomes, and a burgeoning middle class with a growing appetite for live entertainment. Additionally, Europe remains a significant market for stereo trusses due to its rich cultural heritage and extensive network of theaters and music venues, which continue to host numerous events annually.



    Product Type Analysis



    The stereo truss market can be broadly segmented by product type into aluminum truss, steel truss, and other materials. Aluminum trusses are the most prevalent in the market due to their lightweight nature, ease of installation, and excellent strength-to-weight ratio. These characteristics make

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Tokarsky, Joshua; Abdulhafiz, Ibrahim; Ayyalasomayajula, Satya; Mohsen, Mostafa; Rao, Navya G.; Forbes, Adam (2024). PLT-D3: A High-fidelity Dynamic Driving Simulation Dataset for Stereo Depth and Scene Flow [Dataset]. http://doi.org/10.7910/DVN/36SQKM

Data from: PLT-D3: A High-fidelity Dynamic Driving Simulation Dataset for Stereo Depth and Scene Flow

Related Article
Explore at:
Dataset updated
Sep 24, 2024
Dataset provided by
Harvard Dataverse
Authors
Tokarsky, Joshua; Abdulhafiz, Ibrahim; Ayyalasomayajula, Satya; Mohsen, Mostafa; Rao, Navya G.; Forbes, Adam
Description

A Dynamic-weather Driving Dataset designed specifically to enhance autonomous driving systems' adaptability to diverse weather conditions. Includes stereo image pairs (left and right RGB) with ground truth depth, optical flow and delta disparity.

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