Kinect Range Sensing: Structured-Light versus Time-of-Flight Kinect
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Abstract (arXiv)
Recently, the new Kinect One has been issued by Microsoft, providing the next generation of real-time range sensing devices based on the Time-of-Flight (ToF) principle. As the first Kinect version was using a structured light approach, one would expect various differences in the characteristics of the range data delivered by both devices. This paper presents a detailed and in-depth comparison between both devices. In order to conduct the comparison, we propose a framework of seven different experimental setups, which is a generic basis for evaluating range cameras such as Kinect. The experiments have been designed with the goal to capture individual effects of the Kinect devices as isolatedly as possible and in a way, that they can also be adopted, in order to apply them to any other range sensing device. The overall goal of this paper is to provide a solid insight into the pros and cons of either device. Thus, scientists that are interested in using Kinect range sensing cameras in their specific application scenario can directly assess the expected, specific benefits and potential problem of either device.
Key facts. Cited by 16 papers in the map (data through 7 Oct 2026). First posted on arXiv 20 May 2015.
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Citing papers per year: 2021: 1; 2022: 4; 2023: 3; 2024: 5; 2025: 1; 2026: 2.
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- 2025Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learningcited by 38
- 2022HRBF-Fusion: Accurate 3D reconstruction from RGB-D data using on-the-fly implicitscited by 8
- 2023Active Stereo Without Pattern Projectorcited by 8
- 2022Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Mapscited by 6
- 2022Depth Estimation by Combining Binocular Stereo and Monocular Structured-Lightcited by 4
- 2024Road Surface Defect Detection -- From Image-based to Non-image-based: A Surveycited by 4
- 2024I2-SLAM: Inverting Imaging Process for Robust Photorealistic Dense SLAMcited by 4
- 2023Continuous Cost Aggregation for Dual-Pixel Disparity Extractioncited by 3
- 2022Structured Light with Redundancy Codescited by 1
- 2024Depth-based Privileged Information for Boosting 3D Human Pose Estimation on RGBcited by 1
- 2021A Hybrid mmWave and Camera System for Long-Range Depth Imagingcited by 0
- 20233D Pose Nowcasting: Forecast the Future to Improve the Presentcited by 0
4 more
- 2024Enhancement of 3D Camera Synthetic Training Data with Noise Modelscited by 0
- 2024Active Stereo in the Wild through Virtual Pattern Projectioncited by 0
- 2026GazeD: Context-Aware Diffusion for Accurate 3D Gaze Estimationcited by 0
- 2026Contactless 3D Human Body Measurement Using Depth Cameras for Smart Health Monitoringcited by 0
- 2026Contactless 3D Human Body Measurement Using Depth Cameras for Smart Health Monitoring10 Jun 2026
- 2026GazeD: Context-Aware Diffusion for Accurate 3D Gaze Estimation19 Jan 2026
- 2025Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning31 Oct 2025
- 2024Depth-based Privileged Information for Boosting 3D Human Pose Estimation on RGB17 Sep 2024
- 2024I2-SLAM: Inverting Imaging Process for Robust Photorealistic Dense SLAM16 Jul 2024
- 2024Active Stereo in the Wild through Virtual Pattern Projection6 Jun 2024
- 2024Enhancement of 3D Camera Synthetic Training Data with Noise Models26 Feb 2024
- 2024Road Surface Defect Detection -- From Image-based to Non-image-based: A Survey6 Feb 2024
- 2023Active Stereo Without Pattern Projector21 Sep 2023
- 20233D Pose Nowcasting: Forecast the Future to Improve the Present24 Aug 2023
- 2023Continuous Cost Aggregation for Dual-Pixel Disparity Extraction13 Jun 2023
- 2022Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Maps6 Jul 2022
4 more
- 2022Structured Light with Redundancy Codes18 Jun 2022
- 2022Depth Estimation by Combining Binocular Stereo and Monocular Structured-Light20 Mar 2022
- 2022HRBF-Fusion: Accurate 3D reconstruction from RGB-D data using on-the-fly implicits3 Feb 2022
- 2021A Hybrid mmWave and Camera System for Long-Range Depth Imaging15 Jun 2021
- 2022HRBF-Fusion: Accurate 3D reconstruction from RGB-D data using on-the-fly implicitscited by 8
- 2023Active Stereo Without Pattern Projectorcited by 8
- 2022Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Mapscited by 6
- 2022Depth Estimation by Combining Binocular Stereo and Monocular Structured-Lightcited by 4
- 2024Road Surface Defect Detection -- From Image-based to Non-image-based: A Surveycited by 4
- 2024I2-SLAM: Inverting Imaging Process for Robust Photorealistic Dense SLAMcited by 4
- 2023Continuous Cost Aggregation for Dual-Pixel Disparity Extractioncited by 3
- 2022Structured Light with Redundancy Codescited by 1
- 2024Depth-based Privileged Information for Boosting 3D Human Pose Estimation on RGBcited by 1
- 2021A Hybrid mmWave and Camera System for Long-Range Depth Imagingcited by 0
- 20233D Pose Nowcasting: Forecast the Future to Improve the Presentcited by 0
- 2024Enhancement of 3D Camera Synthetic Training Data with Noise Modelscited by 0
12 most cited of 15 All 15 (JSON)
- 2026Contactless 3D Human Body Measurement Using Depth Cameras for Smart Health Monitoring10 Jun 2026
- 2026GazeD: Context-Aware Diffusion for Accurate 3D Gaze Estimation19 Jan 2026
- 2024Depth-based Privileged Information for Boosting 3D Human Pose Estimation on RGB17 Sep 2024
- 2024I2-SLAM: Inverting Imaging Process for Robust Photorealistic Dense SLAM16 Jul 2024
- 2024Active Stereo in the Wild through Virtual Pattern Projection6 Jun 2024
- 2024Enhancement of 3D Camera Synthetic Training Data with Noise Models26 Feb 2024
- 2024Road Surface Defect Detection -- From Image-based to Non-image-based: A Survey6 Feb 2024
- 2023Active Stereo Without Pattern Projector21 Sep 2023
- 20233D Pose Nowcasting: Forecast the Future to Improve the Present24 Aug 2023
- 2023Continuous Cost Aggregation for Dual-Pixel Disparity Extraction13 Jun 2023
- 2022Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Maps6 Jul 2022
- 2022Structured Light with Redundancy Codes18 Jun 2022
12 newest of 15 All 15 (JSON)