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VEHICLE TRACKING AND CLASSIFICATION ON TRAFFIC SURVEILLANCE VIDEOS FINAL REPORT ADVANCED ARTIFICIAL INTELLIGENCE

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Tiêu đề Vehicle Tracking And Classification On Traffic Surveillance Videos
Tác giả Pham Xuan Thanh
Trường học University of Engineering and Technology
Chuyên ngành Advanced Artificial Intelligence
Thể loại final report
Năm xuất bản 2022
Thành phố Ha Noi
Định dạng
Số trang 52
Dung lượng 12,7 MB

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UNIVERSITY OF ENGINEERING AND TECHNOLOGY FACULTY OF INFORMATION AND TECHNOLOY Pham Xuan Thanh VEHICLE TRACKING AND CLASSIFICATION ON TRAFFIC SURVEILLANCE VIDEOS FINAL REPORT ADVANCED ARTIFICIAL INTELLIGENCE HA NOI 2022 ABSTRACT Abstract This report mainly tackle the challenge of building a smart traffic surveil lance system particularly in Viet Nam by solving the problem of vehicle tracking using surveillance videos Inspired by popular and efficient techniques in the field of computer vision for.

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Tài liệu tham khảo Loại Chi tiết
[3] Frank Rosenblatt. The Perceptron: A Perceiving and Recognizing Automation . Report 85-460-1. Cornell Aeronautical Laboratory. 1957 Sách, tạp chí
Tiêu đề: The Perceptron: A Perceiving and Recognizing Automation
[4] Marvin Minsky, Seymour Papert. Perceptrons: an introduction to computa- tional geometry . Proceedings of the IEEE, 86(11):2278-2324. November 1969 Sách, tạp chí
Tiêu đề: Perceptrons: an introduction to computa-tional geometry
[5] David E. Rumelhart, Geoffrey E. Hinton and Ronald J. Williams. Learning representations by back-propagating errors . Nature 323, 533–536. 1986 Sách, tạp chí
Tiêu đề: Learning representations by back-propagating errors
Tác giả: David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams
Nhà XB: Nature
Năm: 1986
[6] Yann Lecun, Léon Battou, Yoshua Bengio, Patrick Haffner. Gradient-based learning applied to document recognition . Proceedings of the IEEE. November 1998 Sách, tạp chí
Tiêu đề: Gradient-basedlearning applied to document recognition
[8] Wenhan Luo, Junliang Xing, Anton Milan, Xiaoqin Zhang, Wei Liu, Xi- aowei Zhao, Tae-Kyun Kim. Multiple Object Tracking: A Literature Review . arxiv:1409.7618 Sách, tạp chí
Tiêu đề: Multiple Object Tracking: A Literature Review
Tác giả: Wenhan Luo, Junliang Xing, Anton Milan, Xiaoqin Zhang, Wei Liu, Xiaowei Zhao, Tae-Kyun Kim
Nhà XB: arxiv
Năm: 2014
[9] Alex Bewley, Zongyuan Ge, Lionel Ott, Fabio Ramos, and Ben Upcroft. Sim- ple online and realtime tracking . International Conference on Image Processing (ICIP), IEEE. 2016 Sách, tạp chí
Tiêu đề: Simple online and realtime tracking
Tác giả: Alex Bewley, Zongyuan Ge, Lionel Ott, Fabio Ramos, Ben Upcroft
Nhà XB: International Conference on Image Processing (ICIP)
Năm: 2016
[10] Fengwei Yu, Wenbo Li, Quanquan Li, Yu Liu, Xiaohua Shi, and Junjie Yan.Poi: Multiple object tracking with high performance detection and appearance feature . European Conference on Computer Vision (ECCV), Springer. 2016 Sách, tạp chí
Tiêu đề: Poi: Multiple object tracking with high performance detection and appearancefeature
[11] Paul Voigtlaender, Michael Krause, Aljosa Osep, Jonathon Luiten, Berin Bal- achandar Gnana Sekar, Andreas Geiger, and Bastian Leibe. Mots: Multi-object tracking and segmentation . Conference on Computer Vision and Pattern Recog- nition (CVPR). 2019 Sách, tạp chí
Tiêu đề: Mots: Multi-object tracking and segmentation
Tác giả: Paul Voigtlaender, Michael Krause, Aljosa Osep, Jonathon Luiten, Berin Balachandar Gnana Sekar, Andreas Geiger, Bastian Leibe
Nhà XB: Conference on Computer Vision and Pattern Recognition (CVPR)
Năm: 2019
[12] Zhongdao Wang, Liang Zheng, Yixuan Liu, Yali Li, Shengjin Wang. Towards real-time multiobject tracking . arxiv:1909.12605 Sách, tạp chí
Tiêu đề: Towardsreal-time multiobject tracking
[13] Xingyi Zhou, Dequan Wang, Philipp Krọhenbỹhl. Object as Points . Conference on Computer Vision and Pattern Recognition (CVPR). 2019 Sách, tạp chí
Tiêu đề: Object as Points
Tác giả: Xingyi Zhou, Dequan Wang, Philipp Krọhenbỹhl
Nhà XB: Conference on Computer Vision and Pattern Recognition (CVPR)
Năm: 2019
[14] Mingxing Tan, Quoc V. Le. EfficientNet: Rethinking Model Scaling for Con- volutional Neural Networks . International Conference on Machine Learning (ICML). 2019 Sách, tạp chí
Tiêu đề: EfficientNet: Rethinking Model Scaling for Con- volutional Neural Networks
Tác giả: Mingxing Tan, Quoc V. Le
Nhà XB: International Conference on Machine Learning (ICML)
Năm: 2019
[15] J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li and L. Fei-Fei. ImageNet: A Large-Scale Hierarchical Image Database . IEEE Computer Vision and Pattern Recognition (CVPR). 2009 Sách, tạp chí
Tiêu đề: ImageNet: A Large-Scale Hierarchical Image Database
Tác giả: J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, L. Fei-Fei
Nhà XB: IEEE Computer Vision and Pattern Recognition (CVPR)
Năm: 2009
[16] Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cre- mers, Ian Reid, Stefan Roth, Konrad Schindler, and Laura Leal-Taixe. MOT20:A benchmark for multi object tracking in crowded scenes . arxiv: 2003.09003 Sách, tạp chí
Tiêu đề: MOT20: A benchmark for multi object tracking in crowded scenes
Tác giả: Patrick Dendorfer, Hamid Rezatofighi, Anton Milan, Javen Shi, Daniel Cremers, Ian Reid, Stefan Roth, Konrad Schindler, Laura Leal-Taixe
Nhà XB: arXiv
Năm: 2020
[17] Andreas Geiger and Philip Lenz and Raquel Urtasun. Are we ready for Au- tonomous Driving? The KITTI Vision Benchmark Suite . Conference on Com- puter Vision and Pattern Recognition (CVPR). 2012 Sách, tạp chí
Tiêu đề: Are we ready for Autonomous Driving? The KITTI Vision Benchmark Suite
Tác giả: Andreas Geiger, Philip Lenz, Raquel Urtasun
Nhà XB: Conference on Computer Vision and Pattern Recognition (CVPR)
Năm: 2012
[18] Boris Sekachev, Andrey Zhavoronkov, and Nikita Manovich. Computer Vision Annotation Tool: A Universal Approach to Data Annotation . February 2019 Sách, tạp chí
Tiêu đề: Computer VisionAnnotation Tool: A Universal Approach to Data Annotation
[20] Carl Vondrick, Donald Patterson, Deva Ramanan. Efficiently Scaling Up Crowdsourced Video Annotation . International Journal of Computer Vision (IJCV). June 2012 Sách, tạp chí
Tiêu đề: Efficiently Scaling Up Crowdsourced Video Annotation
Tác giả: Carl Vondrick, Donald Patterson, Deva Ramanan
Nhà XB: International Journal of Computer Vision (IJCV)
Năm: 2012
[21] Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao. Deep High-Resolution Representation Learning for Visual Recognition . Computer Vision and Pattern Recognition (CVPR). 2019 Sách, tạp chí
Tiêu đề: Deep High-Resolution Representation Learning for Visual Recognition
Tác giả: Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao
Nhà XB: Computer Vision and Pattern Recognition (CVPR)
Năm: 2019
[22] Keni Bernardin, Alexander Elbs, Rainer Stiefelhagen. Multiple Object Tracking Performance Metrics and Evaluation in a Smart Room Environment . European Conference on Computer Vision (ECCV). 2006 Sách, tạp chí
Tiêu đề: Multiple Object Tracking Performance Metrics and Evaluation in a Smart Room Environment
Tác giả: Keni Bernardin, Alexander Elbs, Rainer Stiefelhagen
Nhà XB: European Conference on Computer Vision (ECCV)
Năm: 2006
[23] Andrew G. Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, Hartwig Adam. MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications . omputer Vision and Pattern Recognition (CVPR). 2017 Sách, tạp chí
Tiêu đề: MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Tác giả: Andrew G. Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, Hartwig Adam
Nhà XB: Computer Vision and Pattern Recognition (CVPR)
Năm: 2017
[24] Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun. Deep Residual Learning for Image Recognition . Computer Vision and Pattern Recognition (CVPR).2015 Sách, tạp chí
Tiêu đề: Deep Residual Learning for Image Recognition
Tác giả: Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun
Nhà XB: Computer Vision and Pattern Recognition (CVPR)
Năm: 2015

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