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
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Daniel Cremers Ian Reid Stefan Roth Laura Leal-Taixé VOT 19 261 0 15 Oct 2020
Correlation Filters for Unmanned Aerial Vehicle-Based Aerial Tracking: A Review and Experimental Evaluation Changhong Fu Bowen Li Fangqiang Ding Fuling Lin Geng Lu 38 62 0 13 Oct 2020
Robust Instance Tracking via Uncertainty Flow Jianing Qian Junyu Nan Siddharth Ancha Brian Okorn David Held 21 2 0 09 Oct 2020
Deep4Air: A Novel Deep Learning Framework for Airport Airside Surveillance Phat Thai Sameer Alam Nimrod Lilith Phu N. Tran N. T. Binh 11 10 0 02 Oct 2020
Hard Occlusions in Visual Object Tracking T. Kuipers Devanshu Arya D. K. Gupta 8 8 0 10 Sep 2020
Adaptive Exploitation of Pre-trained Deep Convolutional Neural Networks for Robust Visual Tracking S. M. Marvasti-Zadeh Hossein Ghanei-Yakhdan S. Kasaei 12 4 0 29 Aug 2020
Online Visual Tracking with One-Shot Context-Aware Domain Adaptation Hossein Kashiani Amir Imani S. B. Shokouhi Ahmad Ayatollahi 18 2 0 22 Aug 2020
Blending of Learning-based Tracking and Object Detection for Monocular Camera-based Target Following Pranoy Panda Martin Barczyk VOT 6 2 0 21 Aug 2020
BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions Arslan Ali Matteo Testa T. Bianchi E. Magli CVBM 6 16 0 13 Aug 2020
Deep Learning-based Human Detection for UAVs with Optical and Infrared Cameras: System and Experiments Timo Hinzmann T. Stegemann César Cadena Roland Siegwart 22 3 0 10 Aug 2020
Automatic Failure Recovery and Re-Initialization for Online UAV Tracking with Joint Scale and Aspect Ratio Optimization Fangqiang Ding Changhong Fu Yiming Li Jin Jin Chen Feng 19 8 0 10 Aug 2020
Hard Negative Samples Emphasis Tracker without Anchors Zhongzhou Zhang Lei Zhang 23 2 0 08 Aug 2020
RPT: Learning Point Set Representation for Siamese Visual Tracking Ziang Ma Linyuan Wang Haitao Zhang Wei Lu J. Yin 6 65 0 08 Aug 2020
Leveraging Localization for Multi-camera Association Zhongang Cai Cunjun Yu Junzhe Zhang Jiawei Ren Haiyu Zhao HAI 8 1 0 07 Aug 2020
An Exploration of Target-Conditioned Segmentation Methods for Visual Object Trackers Matteo Dunnhofer N. Martinel C. Micheloni VOS 17 1 0 03 Aug 2020
Robust Tracking against Adversarial Attacks Shuai Jia Chao Ma Yibing Song Xiaokang Yang AAML 14 48 0 20 Jul 2020
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets Weihong Ren Xinchao Wang Jiandong Tian Yandong Tang Antoni B. Chan VOT 16 67 0 18 Jul 2020
Scale Equivariance Improves Siamese Tracking Ivan Sosnovik A. Moskalev A. Smeulders 4 79 0 17 Jul 2020
Visual Tracking by TridentAlign and Context Embedding Janghoon Choi Junseok Kwon Kyoung Mu Lee 16 15 0 14 Jul 2020
End-to-End Multi-Object Tracking with Global Response Map Xingyu Wan Jiakai Cao Sanping Zhou Jinjun Wang VOT 18 0 0 13 Jul 2020
Tracking-by-Trackers with a Distilled and Reinforced Model Matteo Dunnhofer N. Martinel C. Micheloni VOT OffRL 24 4 0 08 Jul 2020
Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey S. Silva Peyman Najafirad AAML OOD 23 131 0 01 Jul 2020
Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking Dominika Przewlocka Mateusz Wasala Hubert Szolc Krzysztof Błachut T. Kryjak MQ 15 7 0 01 Jul 2020
Motion Prediction in Visual Object Tracking Jianren Wang Yihui He 15 7 0 01 Jul 2020
Vehicle Re-ID for Surround-view Camera System Zizhang Wu Man Wang Lingxiao Yin Weiwei Sun Jason Wang Huangbin Wu 18 5 0 30 Jun 2020
AerialMPTNet: Multi-Pedestrian Tracking in Aerial Imagery Using Temporal and Graphical Features Maximilian Kraus S. Azimi E. Erçelik R. Bahmanyar P. Reinartz Alois C. Knoll 18 7 0 27 Jun 2020
Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination Ning Wang Wen-gang Zhou Q. Tian Houqiang Li VOT 28 7 0 18 Jun 2020
Accurate Anchor Free Tracking ShengYun Peng Yunxuan Yu Kun Wang Lei He 14 3 0 13 Jun 2020
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell F. I. F. Richard Yu VOT 11 361 0 11 Jun 2020
Siamese Keypoint Prediction Network for Visual Object Tracking Qiang Li Zekui Qin Wenbo Zhang Wen Zheng 14 9 0 07 Jun 2020
COMET: Context-Aware IoU-Guided Network for Small Object Tracking S. M. Marvasti-Zadeh Javad Khaghani Hossein Ghanei-Yakhdan S. Kasaei Li Cheng 6 27 0 04 Jun 2020
P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds Haozhe Qi Chen Feng Zhiguo Cao Feng Zhao Yang Xiao 3DPC 6 141 0 28 May 2020
AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking Tianyang Xu Zhenhua Feng Xiaojun Wu J. Kittler 30 12 0 27 May 2020
TAO: A Large-Scale Benchmark for Tracking Any Object Achal Dave Tarasha Khurana P. Tokmakov Cordelia Schmid Deva Ramanan 19 172 0 20 May 2020
Multi-Object Tracking with Siamese Track-RCNN Bing Shuai Andrew G. Berneshawi Davide Modolo Joseph Tighe VOT 16 31 0 16 Apr 2020
Deformable Siamese Attention Networks for Visual Object Tracking Yu Yu Yilei Xiong Weilin Huang Matthew R. Scott 34 306 0 14 Apr 2020
Deep Multi-Shot Network for modelling Appearance Similarity in Multi-Person Tracking applications M. J. Gómez-Silva VOT 13 2 0 07 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 26 1,036 0 02 Apr 2020
Probabilistic Regression for Visual Tracking Martin Danelljan Luc Van Gool Radu Timofte BDL 24 511 0 27 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 24 312 0 24 Mar 2020
TanhExp: A Smooth Activation Function with High Convergence Speed for Lightweight Neural Networks Xinyu Liu Xiaoguang Di 19 59 0 22 Mar 2020
Cooling-Shrinking Attack: Blinding the Tracker with Imperceptible Noises B. Yan Dong Wang Huchuan Lu Xiaoyun Yang AAML 10 71 0 21 Mar 2020
Plug & Play Convolutional Regression Tracker for Video Object Detection Ye Lyu M. Yang G. Vosselman Guisong Xia ObjD 31 2 0 02 Mar 2020
Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration Cong Guo Yangjie Zhou Jingwen Leng Yuhao Zhu Zidong Du Quan Chen Chao Li Bin Yao M. Guo 6 31 0 18 Feb 2020
Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation Yihan Du Y. Yan Si Chen Yang Hua 17 20 0 07 Feb 2020
Tracking of Micro Unmanned Aerial Vehicles: A Comparative Study Fatih Gökçe 10 0 0 16 Jan 2020
Pose-Assisted Multi-Camera Collaboration for Active Object Tracking Jing Li Jing Xu Fangwei Zhong Xiangyu Kong Yu Qiao Yizhou Wang VOT 6 41 0 15 Jan 2020
An Analysis of Object Representations in Deep Visual Trackers Ross Goroshin Jonathan Tompson Debidatta Dwibedi VOT 23 1 0 08 Jan 2020
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction Sangdon Park Osbert Bastani Nikolai Matni Insup Lee UQCV 131 68 0 31 Dec 2019
Rethinking Convolutional Features in Correlation Filter Based Tracking Fang Liang Wenjun Peng Qinghao Liu Haijin Wang VOT 11 1 0 30 Dec 2019