Learning to Track at 100 FPS with Deep Regression Networks

6 April 2016

Silvio Savarese

Papers citing "Learning to Track at 100 FPS with Deep Regression Networks"

50 / 294 papers shown

Title
A single target tracking algorithm based on Generative Adversarial Networks Zhaofu Diao 13 1 0 27 Dec 2019
Extending Multi-Object Tracking systems to better exploit appearance and 3D information Kanchana Ranasinghe S. Liyanaarachchi Harsha Ranasinghe Mayuka Jayawardhana VOT 13 0 0 25 Dec 2019
SPIN: A High Speed, High Resolution Vision Dataset for Tracking and Action Recognition in Ping Pong S. Schwarcz Peng-Tao Xu Davide D‘Ambrosio Juhana Kangaspunta A. Angelova Huong Phan Navdeep Jaitly 11 7 0 13 Dec 2019
One Framework to Register Them All: PointNet Encoding for Point Cloud Alignment Vinit Sarode Xueqian Li Hunter Goforth Yasuhiro Aoki Animesh Dhagat Rangaprasad Arun Srivatsan Simon Lucey Howie Choset 3DPC 19 14 0 12 Dec 2019
SiamMan: Siamese Motion-aware Network for Visual Tracking Wenzhang Zhou Longyin Wen Libo Zhang Dawei Du Tiejian Luo Y. Wu 14 12 0 11 Dec 2019
Deep Learning for Visual Tracking: A Comprehensive Survey S. M. Marvasti-Zadeh Li Cheng Hossein Ghanei-Yakhdan S. Kasaei BDL 42 279 0 02 Dec 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 24 234 0 20 Nov 2019
Solar Event Tracking with Deep Regression Networks: A Proof of Concept Evaluation Toqi Tahamid Sarker Juan M. Banda 6 1 0 19 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 13 103 0 13 Nov 2019
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation Networks Kira Maag Matthias Rottmann Hanno Gottschalk 19 34 0 12 Nov 2019
Exploring 3 R's of Long-term Tracking: Re-detection, Recovery and Reliability Shyamgopal Karthik A. Moudgil Vineet Gandhi 19 5 0 27 Oct 2019
Learning to Track Any Object Achal Dave P. Tokmakov Cordelia Schmid Deva Ramanan VOS 12 9 0 25 Oct 2019
6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints Chen Wang Roberto Martín-Martín Danfei Xu Jun Lv Cewu Lu Li Fei-Fei Silvio Savarese Yuke Zhu 3DPC 31 145 0 23 Oct 2019
SPARK: Spatial-aware Online Incremental Attack Against Visual Tracking Qing-Wu Guo Xiaofei Xie Felix Juefei-Xu L. Ma Zhongguo Li Wanli Xue Wei Feng Yang Liu AAML 17 4 0 19 Oct 2019
BOBBY2: Buffer Based Robust High-Speed Object Tracking Keifer Lee Jun Jet Tai S. K. Phang 9 1 0 18 Oct 2019
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging Ayush Singh S. Salehi Ali Gholipour MedIm 15 34 0 25 Sep 2019
Agent Prioritization for Autonomous Navigation Khaled S. Refaat Kai Ding Natalia Ponomareva Stéphane Ross 6 14 0 19 Sep 2019
Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator Matteo Dunnhofer N. Martinel G. Foresti C. Micheloni OffRL 20 31 0 18 Sep 2019
DashNet: A Hybrid Artificial and Spiking Neural Network for High-speed Object Tracking Zheyu Yang Yujie Wu Guanrui Wang Yukuan Yang Guoqi Li Lei Deng Jun Zhu Luping Shi 23 42 0 15 Sep 2019
GradNet: Gradient-Guided Network for Visual Object Tracking Peixia Li Boyu Chen Wanli Ouyang Dong Wang Xiaoyun Yang Huchuan Lu 20 237 0 15 Sep 2019
Human Following for Wheeled Robot with Monocular Pan-tilt Camera Zheng Zhu Hongxuan Ma Wei Zou 6 4 0 13 Sep 2019
STA: Adversarial Attacks on Siamese Trackers Xugang Wu Xiaoping Wang Xu Zhou Songlei Jian GAN AAML 19 6 0 08 Sep 2019
Flow Guided Short-term Trackers with Cascade Detection for Long-term Tracking Han-Ching Wu X. Yang Yong Yang Guizhong Liu VOT 11 4 0 01 Sep 2019
StarNet: Targeted Computation for Object Detection in Point Clouds Jiquan Ngiam Benjamin Caine Wei Han Brandon Yang Yuning Chai ... O. Alsharif Patrick Nguyen Z. Chen Jonathon Shlens Vijay Vasudevan 3DPC 11 110 0 29 Aug 2019
An Effective and Efficient Method for Detecting Hands in Egocentric Videos for Rehabilitation Applications Ryan J. Visée J. Likitlersuang José Zariffa 14 25 0 27 Aug 2019
High Performance Visual Object Tracking with Unified Convolutional Networks Zheng Zhu Wei Zou Guan Huang Dalong Du Chang Huang VOT 8 2 0 26 Aug 2019
PCRNet: Point Cloud Registration Network using PointNet Encoding Vinit Sarode Xueqian Li Hunter Goforth Yasuhiro Aoki Rangaprasad Arun Srivatsan Simon Lucey Howie Choset 3DPC 11 239 0 21 Aug 2019
Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance Safa Alver U. Halici CVBM 11 2 0 10 Aug 2019
Learning the Model Update for Siamese Trackers Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan F. Khan 19 309 0 02 Aug 2019
DAWN: Dual Augmented Memory Network for Unsupervised Video Object Tracking Zhenmei Shi Haoyang Fang Yu-Wing Tai Chi-Keung Tang 13 2 0 02 Aug 2019
ROAM: Recurrently Optimizing Tracking Model Tianyu Yang Pengfei Xu Runbo Hu Hua Chai Antoni B. Chan 6 92 0 28 Jul 2019
Tracking Holistic Object Representations Axel Sauer Elie Aljalbout Sami Haddadin 14 34 0 21 Jul 2019
A Strong Feature Representation for Siamese Network Tracker Zhipeng Zhou Rui Zhang Dong Yin 16 1 0 18 Jul 2019
End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning F. Fuchs Adam R. Kosiorek Li Sun Oiwi Parker Jones Ingmar Posner VOT 22 12 0 12 Jul 2019
Visual Tracking via Dynamic Memory Networks Tianyu Yang Antoni B. Chan 12 55 0 12 Jul 2019
Proposal, Tracking and Segmentation (PTS): A Cascaded Network for Video Object Segmentation Qiang-feng Zhou Zilong Huang Lichao Huang Yongchao Gong Han Shen Chang Huang Wenyu Liu Xinggang Wang VOS 14 5 0 02 Jul 2019
How To Train Your Deep Multi-Object Tracker Yihong Xu Aljosa Osep Yutong Ban Radu Horaud Laura Leal-Taixe Xavier Alameda-Pineda VOT 19 190 0 15 Jun 2019
A Survey of Autonomous Driving: Common Practices and Emerging Technologies Ekim Yurtsever Jacob Lambert Alexander Carballo K. Takeda 37 1,343 0 12 Jun 2019
Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer Ekim Yurtsever Yongkang Liu Jacob Lambert C. Miyajima E. Takeuchi K. Takeda J. Hansen 20 28 0 07 Jun 2019
Deep Neural Networks for Marine Debris Detection in Sonar Images Matias Valdenegro-Toro 27 25 0 13 May 2019
Physical Adversarial Textures that Fool Visual Object Tracking R. Wiyatno Anqi Xu AAML 13 73 0 24 Apr 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 13 1,026 0 15 Apr 2019
Prediction-Tracking-Segmentation Jianren Wang Yihui He Xiaobo Wang Xinjia Yu Xia Chen VOS 37 13 0 05 Apr 2019
Target-Aware Deep Tracking Xin Li Chao Ma Baoyuan Wu Zhenyu He Ming-Hsuan Yang 14 352 0 03 Apr 2019
Learning Correspondence from the Cycle-Consistency of Time X. Wang Allan Jabri Alexei A. Efros SSL 14 486 0 18 Mar 2019
Siamese Convolutional Neural Network for Sub-millimeter-accurate Camera Pose Estimation and Visual Servoing Cunjun Yu Zhongang Cai H. Pham Quang-Cuong Pham 14 50 0 12 Mar 2019
Robust Structured Group Local Sparse Tracker Using Deep Features M. Javanmardi A. Farzaneh Xiaojun Qi 13 0 0 18 Feb 2019
Structured Group Local Sparse Tracker M. Javanmardi Xiaojun Qi 14 6 0 17 Feb 2019
TrackNet: Simultaneous Object Detection and Tracking and Its Application in Traffic Video Analysis Chenge Li G. Dobler Xin Feng Yao Wang VOT 11 17 0 04 Feb 2019
End-to-end feature fusion siamese network for adaptive visual tracking Dongyan Guo Jun Wang Weixuan Zhao Ying Cui Zhenhua Wang Shengyong Chen 10 5 0 04 Feb 2019