Radar Systems

A. Synthetic Aperture Radar (SAR)

S. Markowitz, C. Snyder, Y. Eldar, M. Do, "Multimodal Unrolled Robust PCA for Background Foreground Separation", Preprint, 2021. [Unrolled RPCA]

B. Light Detection and Ranging (LiDAR)

T. Zhang, P. Jin, Y. Ge, "Weighted Bayesian Gaussian Mixture Model for Roadside LiDAR Object Detection", Preprint, April 2022. [MoG]

T. Zhang, P. Jin, Y. Ge, “Multimodal Gaussian Mixture Model for Realtime Roadside LiDAR Object Detection”, Preprint, 2022. [MoG]

T. Zhang, P. Jin, “Roadside LiDAR Vehicle Detection And Tracking Using Range and Intensity Background Subtraction”, Preprint, January 2022. [DMD]

Y. Xia, Z. Sun, A. Tok, S. Ritchie, "A dense background representation method for traffic surveillance based on roadside LiDAR", Optics and Lasers in Engineering, Volume 152, May 2022. [MoG]

L. Kovacs, M. Kegl, C. Benedek, “Real-Time Foreground Segmentation For Surveillance Applications In NRCS Lidar Sequences”, International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, pages 45-51, 2022. [MoG]

Z. Zhang, J. Zheng, H. Xu, X. Wang, X. Fan, R. Chen, "Automatic background construction and object detection based on roadside LiDAR", IEEE Transactions on Intelligent Transportation Systems, Volume 21, No. 10 , pages 4086-4097, 2020. [Mean]

J. Zhao, H. Xu, H. Liu, J. Wu, Yi. Zheng, D. Wu, “Detection and tracking of pedestrians and vehicles using roadside LiDAR sensors”, Transportation Research Part C: Emerging Technologies, Volume 100, pages 68-87, March 2019. [Filter]