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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"

21 / 21 papers shown

Title
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 129 0 0 28 Nov 2024
CloudTrack: Scalable UAV Tracking with Cloud Semantics Yannik Blei Michael Krawez Nisarga Nilavadi Tanja Katharina Kaiser Wolfram Burgard 69 1 0 24 Sep 2024
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 145 372 0 11 Jun 2020
Exploring 3 R's of Long-term Tracking: Re-detection, Recovery and Reliability Shyamgopal Karthik A. Moudgil Vineet Gandhi 55 5 0 27 Oct 2019
Deep Reinforcement Learning for Visual Object Tracking in Videos Da Zhang H. Maei Xin Eric Wang Yuan-fang Wang 132 116 0 31 Jan 2017
Learning Spatially Regularized Correlation Filters for Visual Tracking Martin Danelljan Gustav Häger Fahad Shahbaz Khan Michael Felsberg 50 1,873 0 19 Aug 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
Siamese Instance Search for Tracking Ran Tao E. Gavves A. Smeulders 57 595 0 19 May 2016
Self-taught learning of a deep invariant representation for visual tracking via temporal slowness principle Jason Kuen K. Lim C. Lee 38 44 0 14 Apr 2016
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking Hyeonseob Nam Bohyung Han 101 2,475 0 27 Oct 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 311 4,177 0 26 Apr 2015
Understanding and Diagnosing Visual Tracking Systems Naiyan Wang Jianping Shi Dit-Yan Yeung Jiaya Jia 61 355 0 23 Apr 2015
Learning to Compare Image Patches via Convolutional Neural Networks Sergey Zagoruyko N. Komodakis SSL 89 1,436 0 14 Apr 2015
DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking Hanxi Li Yi Li Fatih Porikli OOD 86 269 0 28 Feb 2015
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network Seunghoon Hong Tackgeun You Suha Kwak Bohyung Han 79 827 0 24 Feb 2015
Transferring Rich Feature Hierarchies for Robust Visual Tracking Naiyan Wang Siyi Li Abhinav Gupta Dit-Yan Yeung 52 310 0 19 Jan 2015
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 165 6,053 0 17 Nov 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,547 0 01 Sep 2014
Recurrent Models of Visual Attention Volodymyr Mnih N. Heess Alex Graves Koray Kavukcuoglu VLM 155 3,656 0 24 Jun 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 274 14,711 0 20 Jun 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,193 0 11 Nov 2013