The Structured 3D Light Scanner market is poised for substantial expansion, projected to reach approximately USD 714.8 million in 2025, with a robust Compound Annual Growth Rate (CAGR) of 5.2% anticipated to sustain this growth trajectory through 2033. This impressive market performance is primarily fueled by the escalating demand for precise dimensional measurement and quality control across a diverse array of industries. Key drivers include the increasing adoption of advanced manufacturing techniques, the burgeoning need for digital archiving and reverse engineering, and the continuous innovation in scanner technology leading to higher accuracy, speed, and portability. The integration of 3D light scanning into automation processes and smart factory initiatives further bolsters its market penetration, enabling enhanced efficiency and reduced operational costs. The market landscape is characterized by dynamic trends, with the "Short" and "Medium" type scanners experiencing significant traction due to their versatility and applicability in rapid prototyping and quality inspection. In terms of applications, the "Automobile" and "Aerospace and Defense" sectors are leading the charge, leveraging these scanners for intricate component analysis, defect detection, and design validation. The "Healthcare" sector is also emerging as a crucial growth area, with applications in prosthetics, orthopedic analysis, and medical device manufacturing. While the market is generally robust, potential restraints may arise from the initial high investment costs for sophisticated systems and the need for specialized training to operate them effectively. However, the increasing availability of more affordable and user-friendly solutions, coupled with the undeniable benefits of enhanced precision and reduced rework, continues to drive adoption and overcome these challenges. This comprehensive report delves into the dynamic Structured 3D Light Scanner market, a critical technology revolutionizing data acquisition and digital modeling across a multitude of industries. With an estimated global market size exceeding $2,500 million in 2023, this sector is characterized by rapid innovation and increasing adoption for applications demanding unparalleled accuracy and speed. From intricate product design and quality control in the Automobile sector to complex anatomical scanning in Healthcare and detailed site surveys in Architecture and Construction, structured light scanners are becoming indispensable tools for digital transformation. This report provides an in-depth analysis of market dynamics, key trends, competitive landscape, and future growth prospects, offering invaluable insights for stakeholders seeking to capitalize on this burgeoning market.

The NCI DIS 3D database is a collection of 3D structures for over 400,000 drugs. The database is an extension of the NCI Drug Information System. The structural information stored in the DIS is only the connection table for each drug. The connection table is just a list of which atoms are connected and how they are connected. It is essentially a searcheable database of three-dimensional structures has been developed from the chemistry database of the NCI Drug Information System (DIS), a file of about 450,000 primarily organic compounds which have been tested by NCI for anticancer activity. The DIS database is very similar in size and content to the proprietary databases used in the pharmaceutical industry; its development began in the 1950s; and this history led to a number of problems in the generation of 3D structures. This information can be searched to find drugs that share similar patterns of connections, which can correlate with similar biological activity. But the cellular targets for drug action, as well as the drugs themselves, are 3 dimensional objects and advances in computer hardware and software have reached the point where they can be represented as such. In many cases the important points of interaction between a drug and its target can be represented by a 3D arrangement of a small number of atoms. Such a group of atoms is called a pharmacophore. The pharmacophore can be used to search 3D databases and drugs that match the pharmacophore could have similar biological activity, but have very different patterns of atomic connections. Having a diverse set of lead compounds increases the chances of finding an active compound with acceptable properties for clinical development. Sponsor: The ICBG are supported by the Cooperative Agreement mechanism, with funds from nine components of the NIH, the National Science Foundation, and the Foreign Agricultural Service of the USDA.

Discover the booming 3D Structure Creator market, projected to reach $977 million by 2033. Explore key drivers, trends, and challenges shaping this dynamic industry, dominated by Autodesk, Siemens, and Ansys. Learn about regional market share and growth forecasts.

Structured 3D Latentsfor Scalable and Versatile 3D Generation

TRELLIS is a large 3D asset generation model. It takes in text or image prompts and generates high-quality 3D assets in various formats, such as Radiance Fields, 3D Gaussians, and meshes. The cornerstone of TRELLIS is a unified Structured LATent (SLAT) representation that allows decoding to different output formats and Rectified Flow Transformers tailored for SLAT as the powerful backbones. We provide large-scale pre-trained… See the full description on the dataset page: https://huggingface.co/datasets/argojuni0506/TRELLIS-3D.

Make3D: Learning 3D scene structure from a single still image

Structured-Light 3D Scanner Market Outlook

In 2023, the global market size for structured-light 3D scanners is estimated to be valued at approximately USD 1.2 billion, with a projected growth to USD 3.5 billion by 2032, driven by a robust Compound Annual Growth Rate (CAGR) of around 12.3% over the forecast period. This significant growth is primarily attributed to the increased adoption of advanced scanning technologies across various industries to achieve high precision and efficiency in their operations.

The growth of the structured-light 3D scanner market is fueled by a combination of technological advancements, increasing applications across industries, and the growing demand for high-precision 3D scanning solutions. The rapid progress in 3D imaging technologies and the integration of structured-light 3D scanners with artificial intelligence and machine learning algorithms have significantly enhanced the accuracy, speed, and versatility of these devices. Additionally, the reduction in the cost of these technologies has made them more accessible to a broader range of industries, further driving market expansion.

Another notable growth factor is the rise in demand from the industrial manufacturing sector. Industries such as automotive, aerospace, and heavy machinery manufacturing are increasingly adopting structured-light 3D scanners for quality control, reverse engineering, and rapid prototyping. These scanners provide precise, reliable, and repeatable measurements, significantly improving the efficiency of manufacturing processes and reducing production errors. The ability to capture detailed measurements and complex geometries swiftly makes these scanners indispensable in the manufacturing landscape.

The healthcare industry also presents significant growth opportunities for structured-light 3D scanners. These devices are being increasingly utilized for medical imaging, orthopedics, and prosthetics, where high precision and detailed imaging are crucial. The non-invasive nature of structured-light 3D scanning makes it an ideal solution for various medical applications, including detailed anatomical modeling, surgical planning, and custom prosthesis fabrication. The growing emphasis on personalized medicine and patient-specific treatments further propels the adoption of these scanners in healthcare.

The integration of a 3D Reconstruction System with structured-light 3D scanners is revolutionizing how industries approach complex imaging tasks. These systems allow for the creation of highly detailed and accurate 3D models from multiple 2D images, enhancing the capabilities of structured-light technology. By employing sophisticated algorithms, a 3D Reconstruction System can seamlessly stitch together various data points captured by the scanner, resulting in a comprehensive and precise model. This advancement is particularly beneficial in fields such as healthcare, where detailed anatomical models are crucial for surgical planning and patient-specific treatments. The synergy between structured-light 3D scanners and 3D Reconstruction Systems is paving the way for more innovative applications across diverse industries.

From a regional perspective, North America currently dominates the structured-light 3D scanner market, accounting for the largest revenue share. This dominance is due to the region's advanced technological infrastructure, high adoption rates of innovative technologies, and strong presence of key market players. However, the Asia Pacific region is anticipated to witness the highest growth rate during the forecast period, driven by rapid industrialization, increasing investments in manufacturing and healthcare sectors, and growing awareness about the benefits of 3D scanning technologies.

Component Analysis

The component segment of the structured-light 3D scanner market comprises hardware, software, and services. Each of these components plays a crucial role in the functionality and performance of 3D scanning systems. The hardware segment includes various elements such as cameras, projectors, and sensors, which are essential for capturing high-resolution 3D images. Continuous advancements in sensor technology and the development of more compact and efficient hardware components are significantly enhancing the capabilities of structured-light 3D scanners. These advancements are reducing the size and weight of scanners while improving their accuracy and speed.

The software component is equa

RNA structure predictions generated with Protenix model for the Standford RNA 3D folding competition

https://www.kaggle.com/competitions/stanford-rna-3d-folding/
https://github.com/bytedance/Protenix/

The dataset comprises images (.jpg), a 3D point cloud (.xyz) representing a twisted beam element, as well as refined meshes (.obj) accompanied by material settings files (.mtl) and textures (.png). The data were acquired through Structure-from-Motion (SfM) and Multi-view Stereo (MVS) photogrammetry under controlled lab conditions to digitize a bending-active beam element composed of four twisted plywood strips.

Global Structured 3D Light Scanner market size 2025 was XX Million. Structured 3D Light Scanner Industry compound annual growth rate (CAGR) will be XX% from 2025 till 2033.

Structured Light 3D Scanner Market Outlook

According to our latest research, the global Structured Light 3D Scanner market size reached USD 1.57 billion in 2024, driven by rapid technological advancements and increasing adoption across diverse industries. The market is expected to expand at a robust CAGR of 8.1% during the forecast period, with the value projected to reach USD 3.12 billion by 2033. This impressive growth is primarily fueled by the rising need for precise and efficient 3D measurement solutions in manufacturing, healthcare, and other sectors, coupled with the continual evolution of scanning technologies to enhance accuracy, speed, and versatility.

The growth trajectory of the Structured Light 3D Scanner market is underpinned by several compelling factors. Foremost among these is the escalating demand for high-resolution, non-contact measurement solutions in industries such as automotive, aerospace, and manufacturing. Structured light 3D scanning technology offers unparalleled precision and speed, making it indispensable for applications such as reverse engineering, quality control, and rapid prototyping. As manufacturers increasingly embrace digital transformation and automation, the integration of 3D scanning into production workflows is becoming a standard practice, leading to widespread adoption and market expansion. Furthermore, the ongoing miniaturization of hardware components and the development of user-friendly software interfaces have made these systems more accessible to small and medium-sized enterprises, democratizing advanced 3D scanning capabilities across the industrial spectrum.

Another key driver propelling the Structured Light 3D Scanner market is the burgeoning application in healthcare and life sciences. The ability of structured light 3D scanners to deliver highly accurate and detailed anatomical models has revolutionized medical imaging, prosthetics design, and surgical planning. In the healthcare sector, these scanners are increasingly used for face and body scanning, orthopedics, and dental applications, where precision and patient-specific customization are paramount. The convergence of 3D scanning with other digital health technologies, such as computer-aided design and additive manufacturing, further amplifies the value proposition of structured light solutions. As healthcare providers seek to enhance patient outcomes and streamline workflows, the adoption of advanced 3D scanning technologies is set to accelerate, contributing significantly to overall market growth.

The Structured Light 3D Scanner market is also experiencing robust growth due to the rising emphasis on quality assurance and control across various industries. As regulatory standards become more stringent and customer expectations for product quality intensify, manufacturers are increasingly turning to structured light 3D scanners to ensure compliance and minimize defects. These scanners enable comprehensive inspection of complex geometries, detection of minute deviations, and rapid feedback loops, all of which are critical for maintaining competitive advantage in high-value sectors such as aerospace, automotive, and electronics. Additionally, the integration of 3D scanning data with enterprise resource planning (ERP) and manufacturing execution systems (MES) is facilitating a new era of data-driven decision-making and process optimization, further reinforcing the indispensability of structured light 3D scanning technology.

From a regional perspective, the Asia Pacific region is emerging as a dominant force in the Structured Light 3D Scanner market, driven by rapid industrialization, expanding manufacturing bases, and significant investments in technology infrastructure. Countries such as China, Japan, and South Korea are at the forefront of adopting advanced 3D scanning solutions, supported by strong government initiatives and a thriving ecosystem of technology providers. North America and Europe also continue to be key markets, characterized by high levels of innovation, established manufacturing sectors, and a strong focus on quality assurance and process automation. Meanwhile, Latin America, the Middle East, and Africa are witnessing growing interest in 3D scanning technologies, particularly in sectors such as architecture, heritage conservation, and healthcare, as awareness of the benefits of structured light solutions spreads across these emerging markets.

<a href="https://growthmarketreports.com/report/structured-ligh

This dataset contains 1,523 samples, mostly of white plaster sculptures. There are 30 images in total: 28 fringe images and 2 speckle images. The fringe images have frequencies of 1, 4, 20, 61, 70, and 80 (doubled). The first five frequencies use a 4-step phase-shifting algorithm, and the last one uses an 8-step phase-shifting algorithm. The dataset also includes calibration data for the system and camera. If you want to use the calibration details to reconstruct 3D or depth information, please reach out to us:Hieu Nguyen, PhD: 29nguyen@cua.eduZhaoyang Wang, PhD: wangz@cua.eduIf you use this dataset in your research, please consider citing our related publications.H. Nguyen, Y. Wang, and Z. Wang, "Single-Shot 3D Shape Reconstruction Using Structured Light and Deep Convolutional Neural Networks," Sensors 20, 3718, 2020.H. Nguyen and Z. Wang, "Accurate 3D Shape Reconstruction from Single Structured-Light Image via Fringe-to-Fringe Network," Photonics 8, 459, 2021.H. Nguyen, E. Novak, and Z. Wang, "Accurate 3D reconstruction via fringe-to-phase network," Measurement 190, 110663, 2022.AH. Nguyen, K. Ly, C. Li, and Z. Wang, "Single-shot 3D shape acquisition using a learning-based structured light technique," Appl. Opt. 61, 8589-8599, 2022.AH. Nguyen, O. Rees, and Z. Wang, "Learning-based 3D imaging from single structured-light image," Graph. Models 126, 101171, 2023.A.H. Nguyen, K. Ly, V.K. Lam, and Z. Wang, "Generalized fringe-to-phase framework for single-shot 3D reconstruction integrating structured light with deep learning," Sensors 23, 4209, 2023.A.H. Nguyen and Z. Wang, "Single-shot 3D Reconstruction via nonlinear Fringe Transformation: Supervised and Unsupervised Learning Approaches," Sensors 24, 3246, 2024.

The size of the 3D Structure Creator market was valued at USD 923 million in 2024 and is projected to reach USD XXX million by 2033, with an expected CAGR of XX % during the forecast period.

Structured Light 3D Scanners Market Outlook

According to our latest research, the global Structured Light 3D Scanners market size reached USD 1.14 billion in 2024, reflecting robust demand across multiple industries. The market is expected to grow at a CAGR of 9.7% from 2025 to 2033, with the forecasted market size projected to reach USD 2.67 billion by 2033. This impressive growth is primarily driven by the increasing adoption of advanced 3D scanning technologies for quality control, reverse engineering, and rapid prototyping in sectors such as automotive, aerospace, and healthcare.

The surge in demand for high-precision, non-contact measurement solutions is a significant growth factor for the Structured Light 3D Scanners market. Industries are increasingly relying on structured light 3D scanning technology due to its ability to deliver accurate and detailed surface measurements with minimal human intervention. This technology is particularly valued in quality control and inspection applications, where even minute deviations can lead to costly product recalls or safety concerns. The growing emphasis on product quality, coupled with the need for rapid, repeatable, and reliable inspection processes, is pushing manufacturers to invest in structured light 3D scanners, thereby fueling market expansion.

Another key driver is the rapid advancement in 3D scanning hardware and software. Modern structured light 3D scanners now feature enhanced resolution, faster data processing, and improved compatibility with a wide range of design and manufacturing software platforms. These innovations have made 3D scanning more accessible and user-friendly, enabling even small and medium-sized enterprises to integrate these solutions into their workflows. Additionally, the integration of artificial intelligence and machine learning algorithms into 3D scanning software is further enhancing the accuracy and automation of scanning processes, which is expected to accelerate market adoption over the forecast period.

The expansion of 3D scanning applications into new domains is also contributing to the market’s upward trajectory. Beyond traditional industrial uses, structured light 3D scanners are finding applications in healthcare for face and body scanning, in cultural heritage for artifact digitization, and in education for hands-on learning experiences. The versatility of structured light technology, combined with its non-invasive nature, is opening up new opportunities for market players. As governments and private organizations invest in digital transformation and preservation initiatives, the demand for structured light 3D scanners is expected to rise further, supporting sustained market growth through 2033.

From a regional perspective, Asia Pacific is emerging as a dominant force in the Structured Light 3D Scanners market, driven by rapid industrialization, expanding manufacturing bases, and increasing investments in automation technologies. North America and Europe continue to maintain strong market positions due to the presence of leading automotive, aerospace, and healthcare companies, as well as robust R&D activities. Meanwhile, the Middle East & Africa and Latin America are witnessing gradual adoption, supported by infrastructure development and growing awareness of 3D scanning benefits. Each region presents unique opportunities and challenges, shaping the overall dynamics of the global market.

Offering Analysis

The Offering segment of the Structured Light 3D Scanners market is categorized into hardware, software, and services, each playing a vital role in the value chain. Hardware forms the core of the market, encompassing scanners, cameras, projectors, and sensors that capture and process 3D data. The continuous innovation in hardware, such as the development of lightweight, portable, and high-resolution scanners, is fueling demand across industries. Manufacturers are focusing on enhancing the durability, accuracy, and speed of hardware components, ensuring that users

The structured light pattern projector market is booming, projected to reach $781 million in 2025 with a strong CAGR. Explore market trends, key players (KEYENCE, Opto Engineering, EFFILUX), and growth drivers in this comprehensive analysis. Discover the potential of 3D scanning, machine vision, and robotics applications.

The size of the 3D Structural Modeling Software market was valued at USD XXX million in 2024 and is projected to reach USD XXX million by 2033, with an expected CAGR of XX % during the forecast period.

Structure from Motion 3D photogrammetric model time series of a coastal dike acquired as part of the Cherloc project and used as case studies to train machine learning models in the cLASpy_T software. These 3D models were acquired in Ouistreham in Normandy, France by the M2C laboratory and processed using the OpenMVG/MVS software. A time series of 4 dates are included: April 28th, May 11th, June 30th and November 3rd 2021. For each date, a "dataset.las" with the necessary features is provided as well as a "TrainSet.las" including a reference classification to be used for machine learning model design.

The 3D Binocular Structured Light Camera market is booming, projected to reach $1008 million by 2025 with an 18.2% CAGR. Discover key drivers, trends, and regional insights in this comprehensive market analysis. Explore top players like Intel and Microsoft and understand the future of 3D imaging in industrial automation, healthcare, and logistics.

Recent 3D human generative models have achieved remarkable progress by learning 3D-aware GANs from 2D images. However, existing 3D human generative methods model humans in a compact 1D latent space, ignoring the articulated structure and semantics of human body topology. In this paper, we explore more expressive and higher-dimensional latent space for 3D human modeling and propose StructLDM, a diffusion-based unconditional 3D human generative model that is learned from 2D images. StructLDM solves the challenges imposed due to the high-dimensional growth of latent space with three key designs: 1) A semantic structured latent space defined on the dense surface manifold of a statistical human body template. 2) A structured 3D-aware auto-decoder that factorizes the global latent space into several semantic body parts parameterized by a set of conditional structured local NeRFs anchored to the body template, which embeds the properties learned from the 2D training data and can be decoded to render view-consistent humans under different poses and clothing styles. 3) A structured latent diffusion model for generative human appearance sampling. Extensive experiments validate StructLDM's state-of-the-art generation performance and illustrate the expressiveness of the structured latent space over the well-adopted 1D latent space. Notably, StructLDM enables different levels of controllable 3D human generation and editing, including pose/view/shape control, and high-level tasks including compositional generations, part-aware clothing editing, 3D virtual try-on, etc.

Discover the booming structured-light 3D scanner market! This comprehensive analysis reveals key trends, growth drivers, and leading companies shaping this dynamic sector, projecting a strong CAGR through 2033. Learn about market segmentation, regional analysis, and future opportunities in 3D scanning technology.