Online Multi-Object Tracking Using CNN-based Single Object Tracker with
Spatial-Temporal Attention Mechanism

Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism

9 August 2017

Qi Chu

Wanli Ouyang

Papers citing "Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism"

15 / 15 papers shown

Title
TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model Bo Pang Yizhuo Li Yifan Zhang Muchen Li Cewu Lu VOT 47 237 0 10 Jun 2020
Learning Spatially Regularized Correlation Filters for Visual Tracking Martin Danelljan Gustav Häger Fahad Shahbaz Khan Michael Felsberg 50 1,873 0 19 Aug 2016
Multi-Person Tracking by Multicut and Deep Matching Siyu Tang Bjoern Andres Mykhaylo Andriluka Bernt Schiele 51 207 0 17 Aug 2016
Joint Learning of Siamese CNNs and Temporally Constrained Metrics for Tracklet Association Bernie Wang Li Wang Bing Shuai Zhen Zuo Ting Liu K. Chan G. Wang VOT 71 106 0 15 May 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 51 427 0 26 Apr 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 144 1,803 0 02 Mar 2016
Factors in Finetuning Deep Model for object detection Wanli Ouyang Xiaogang Wang Cong Zhang Xiaokang Yang 48 189 0 20 Jan 2016
Fast R-CNN Ross B. Girshick ObjD 303 25,051 0 30 Apr 2015
Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor Wongun Choi VOT 74 411 0 09 Apr 2015
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking Laura Leal-Taixé Anton Milan Ian Reid Stefan Roth Konrad Schindler VOT 71 816 0 08 Apr 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
DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection Wanli Ouyang Xiaogang Wang Xingyu Zeng Shi Qiu Ping Luo ... Hongsheng Li Shuo Yang Zhe Wang Chen Change Loy Xiaoou Tang ObjD 70 438 0 17 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,386 0 04 Sep 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
High-Speed Tracking with Kernelized Correlation Filters João F. Henriques Rui Caseiro P. Martins Jorge Batista 84 5,134 0 30 Apr 2014