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"

44 / 294 papers shown

Title
Non-rigid Object Tracking via Deep Multi-scale Spatial-temporal Discriminative Saliency Maps Pingping Zhang Wei Liu D. Wang Yinjie Lei Hongyu Wang Chunhua Shen Huchuan Lu 21 87 0 22 Feb 2018
Camera-based vehicle velocity estimation from monocular video Moritz Kampelmühler M. Müller Christoph Feichtenhofer 8 28 0 20 Feb 2018
Tracking Noisy Targets: A Review of Recent Object Tracking Approaches M. Fiaz Arif Mahmood Soon Ki Jung AAML 27 48 0 09 Feb 2018
Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers Eunbyung Park Alexander C. Berg VOT TTA 22 166 0 09 Jan 2018
ReMotENet: Efficient Relevant Motion Event Detection for Large-scale Home Surveillance Videos Ruichi Yu Hongcheng Wang L. Davis 16 23 0 06 Jan 2018
Deep Meta Learning for Real-Time Target-Aware Visual Tracking Janghoon Choi Junseok Kwon Kyoung Mu Lee 14 10 0 26 Dec 2017
Towards Structured Analysis of Broadcast Badminton Videos Anurag Ghosh Suriya Singh C. V. Jawahar 22 44 0 23 Dec 2017
Robust Estimation of Similarity Transformation for Visual Object Tracking Yang Li Jianke Zhu S. Hoi Wenjie Song Zhefeng Wang Hantang Liu 36 96 0 14 Dec 2017
Long-Term Visual Object Tracking Benchmark A. Moudgil Vineet Gandhi 9 81 0 04 Dec 2017
fpgaConvNet: A Toolflow for Mapping Diverse Convolutional Neural Networks on Embedded FPGAs Stylianos I. Venieris C. Bouganis 30 32 0 23 Nov 2017
Identifying Most Walkable Direction for Navigation in an Outdoor Environment Sachin Mehta Hannaneh Hajishirzi Linda G. Shapiro 20 9 0 21 Nov 2017
Tracking in Aerial Hyperspectral Videos using Deep Kernelized Correlation Filters Burak Uzkent Aneesh Rangnekar Matthew J. Hoffman 11 109 0 20 Nov 2017
UCT: Learning Unified Convolutional Networks for Real-time Visual Tracking Zheng Zhu Guan Huang Wei Zou Dalong Du Chang Huang VOT 25 76 0 10 Nov 2017
End-to-end Flow Correlation Tracking with Spatial-temporal Attention Zheng Zhu Wei Yu Wu Wei Zou Junjie Yan 31 264 0 03 Nov 2017
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 14 560 0 11 Oct 2017
Recurrent Filter Learning for Visual Tracking Tianyu Yang Antoni B. Chan VOT 21 84 0 13 Aug 2017
Learning Policies for Adaptive Tracking with Deep Feature Cascades Chen Huang Simon Lucey Deva Ramanan 19 223 0 09 Aug 2017
CREST: Convolutional Residual Learning for Visual Tracking Yibing Song Chao Ma Lijun Gong Jiawei Zhang Rynson W. H. Lau Ming-Hsuan Yang 33 487 0 01 Aug 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 22 1 0 20 Jul 2017
Robust Visual Tracking via Hierarchical Convolutional Features Chao Ma Jia-Bin Huang Xiaokang Yang Ming-Hsuan Yang 6 184 0 12 Jul 2017
An In-Depth Analysis of Visual Tracking with Siamese Neural Networks R. Pflugfelder 11 14 0 03 Jul 2017
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation P. Voigtlaender Bastian Leibe VOS 19 394 0 28 Jun 2017
Hierarchical Attentive Recurrent Tracking Adam R. Kosiorek Alex Bewley Ingmar Posner VOS 18 60 0 28 Jun 2017
Quadruplet Network with One-Shot Learning for Fast Visual Object Tracking Xingping Dong Jianbing Shen Dongming Wu Kan Guo Xiaogang Jin Fatih Porikli 23 159 0 19 May 2017
Deep-LK for Efficient Adaptive Object Tracking Chaoyang Wang Hamed Kiani Galoogahi Chen-Hsuan Lin Simon Lucey 14 42 0 19 May 2017
Re3 : Real-Time Recurrent Regression Networks for Visual Tracking of Generic Objects Daniel Gordon Ali Farhadi D. Fox VOT 11 48 0 17 May 2017
Good Features to Correlate for Visual Tracking Student Member Ieee Erhan Gundogdu Aydin Alatan 11 150 0 20 Apr 2017
End-to-end representation learning for Correlation Filter based tracking Jack Valmadre Luca Bertinetto João F. Henriques Andrea Vedaldi Philip H. S. Torr 11 1,396 0 20 Apr 2017
CBinfer: Change-Based Inference for Convolutional Neural Networks on Video Data Lukas Cavigelli Philippe Degen Luca Benini BDL 17 51 0 14 Apr 2017
DCFNet: Discriminant Correlation Filters Network for Visual Tracking Qiang Wang Jin Gao Junliang Xing Mengdan Zhang Weiming Hu 29 253 0 13 Apr 2017
Lucid Data Dreaming for Video Object Segmentation Anna Khoreva Rodrigo Benenson Eddy Ilg Thomas Brox Bernt Schiele VOS 26 38 0 28 Mar 2017
Need for Speed: A Benchmark for Higher Frame Rate Object Tracking Hamed Kiani Galoogahi Ashton Fagg Chen Huang Deva Ramanan Simon Lucey 19 399 0 17 Mar 2017
4-DoF Tracking for Robot Fine Manipulation Tasks Mennatullah Siam Abhineet Singh Camilo Perez Martin Jägersand 14 3 0 06 Mar 2017
Object Detection in Videos with Tubelet Proposal Networks Kai Kang Hongsheng Li Tong Xiao Wanli Ouyang Junjie Yan Xihui Liu Xiaogang Wang 6 194 0 21 Feb 2017
Real-time visual tracking by deep reinforced decision making Janghoon Choi Junseok Kwon Kyoung Mu Lee 11 41 0 21 Feb 2017
Deep Reinforcement Learning for Visual Object Tracking in Videos Da Zhang H. Maei Xin Eric Wang Yuan-fang Wang 8 115 0 31 Jan 2017
Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies Amir Sadeghian Alexandre Alahi Silvio Savarese VOT 24 530 0 08 Jan 2017
Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation Xinyu Wang Hanxi Li Yi Li Fumin Shen Fatih Porikli 28 18 0 03 Jan 2017
Learning Video Object Segmentation from Static Images Anna Khoreva Federico Perazzi Rodrigo Benenson Bernt Schiele A. Sorkine-Hornung VOS 15 584 0 08 Dec 2016
Minimalist Regression Network with Reinforced Gradients and Weighted Estimates: a Case Study on Parameters Estimation in Automated Welding Soheil Keshmiri 14 0 0 05 Jul 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip H. S. Torr VOT 18 3,846 0 30 Jun 2016
Once for All: a Two-flow Convolutional Neural Network for Visual Tracking Kai Chen Wenbing Tao VOT 7 95 0 26 Apr 2016
Modular Tracking Framework: A Unified Approach to Registration based Tracking Abhineet Singh Martin Jägersand 12 13 0 29 Feb 2016
DeepTrack: Learning Discriminative Feature Representations Online for Robust Visual Tracking Hanxi Li Yi Li Fatih Porikli OOD 37 268 0 28 Feb 2015