Dr. Peter van Beek Profile

Dr. Peter van Beek

Senior Engineer

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Research and development engineer in visual and perceptual computing. Deep experience delivering algorithms/software/systems for image/video/vision applications, automated driving, and robotics & automation applications.

Inventor/co-inventor of over 60 issued US patents in image/video/vision. Author/co-author of over 50 technical papers in international publications. Contributor and co-editor for several MPEG standards. Excellent writer and presenter. Strong collaboration, coaching, team development, and planning skills.

Technical specialties:
- Algorithms, computer vision, statistical signal processing, and machine learning
- Image & video data processing, compression & streaming, 4K/8K/HDR video and display
- Robotics and automated driving sensors, incl. camera, lidar, IMU, GPS, and sensor fusion
- Autonomous driving planning, safety, simulation, data collection
- Software development, software development lifecycle, open-source development, C/C++/Python

Proceedings Article | 3 February 2014 Paper

High-speed object matching and localization using gradient orientation features

Xinyu Xu, Peter van Beek, Xiaofan Feng

Proceedings Volume 9025, 902507 (2014) https://doi.org/10.1117/12.2038026

KEYWORDS: Image processing, Image resolution, Inspection, Spatial resolution, Chemical species, Transistors, Robotics, Pixel resolution, Quantization, Imaging systems

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Proceedings Article | 6 March 2013 Paper

Efficient defect detection with sign information of Walsh Hadamard transform

Qiang Zhang, Peter van Beek, Chang Yuan, Xinyu Xu, Hae-jong Seo, Baoxin Li

Proceedings Volume 8661, 86610A (2013) https://doi.org/10.1117/12.2004671

KEYWORDS: Defect detection, Detection and tracking algorithms, Discrete wavelet transforms, Visualization, Metals, Defect inspection, Inspection, Image processing, Binary data, Model-based design

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Proceedings Article | 18 January 2010 Paper

Image deblurring and denoising with non-local regularization constraint

Peter van Beek, Junlan Yang, Shuhei Yamamoto, Yasuhiro Ueda

Proceedings Volume 7543, 75430R (2010) https://doi.org/10.1117/12.838910

KEYWORDS: Denoising, Image filtering, Reconstruction algorithms, Control systems, Image processing, Image sensors, Manganese, Image restoration, Sensors, Data modeling

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Proceedings Article | 18 January 2004 Paper

Adaptive streaming of high-quality video over wireless LANs

Peter van Beek, Sachin Deshpande, Hao Pan, Ibrahim Sezan

Proceedings Volume 5308, (2004) https://doi.org/10.1117/12.527629

KEYWORDS: Video, Receivers, Local area networks, Computer programming, Video compression, Filtering (signal processing), Internet, Video coding, Standards development, Data modeling

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Proceedings Article | 28 December 1998 Paper

Hierarchical 2D content-based mesh tracking for video object

Ning Zhuang, Peter van Beek, Isil Celasun, A. Murat Tekalp

Proceedings Volume 3653, (1998) https://doi.org/10.1117/12.334623

KEYWORDS: Motion estimation, Video, Detection and tracking algorithms, Motion models, Optical tracking, Cardiovascular magnetic resonance imaging, Fourier transforms, Image segmentation, Platinum, Visualization

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Proceedings Article | 9 January 1998 Paper

Hierarchical coding of 2D mesh geometry and motion

Peter van Beek, Isil Celasun, A. Murat Tekalp

Proceedings Volume 3309, (1998) https://doi.org/10.1117/12.298398

KEYWORDS: Video, Video compression, Computer programming, 3D modeling, Video coding, Visualization, Volume rendering, Solid modeling, Motion models, Semantic video

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Proceedings Article | 10 January 1997 Paper

Object-based video coding using forward-tracking 2D mesh layers

Peter van Beek, A. Murat Tekalp

Proceedings Volume 3024, (1997) https://doi.org/10.1117/12.263282

KEYWORDS: Video, Motion models, Motion estimation, Video coding, Detection and tracking algorithms, Video compression, Algorithm development, Image segmentation, Computer programming, Optical tracking

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Proceedings Article | 1 November 1992 Paper

Semantic segmentation of videophone image sequences

Peter van Beek, Marcel Reinders, Bulent Sankur, Jan van der Lubbe

Proceedings Volume 1818, (1992) https://doi.org/10.1117/12.131389

KEYWORDS: Image segmentation, Eye, 3D modeling, Image processing, Mouth, Visual communications, Digital filtering, Eye models, Motion models, Image compression

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