Deep Learning in Video Multi-Object Tracking: A Survey

Deep Learning in Video Multi-Object Tracking: A Survey

18 July 2019

Gioele Ciaparrone

Francisco Luque Sánchez

Francisco Herrera

Papers citing "Deep Learning in Video Multi-Object Tracking: A Survey"

18 / 68 papers shown

Title
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 86 1,209 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 229 29,830 0 08 Dec 2015
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation L. Pishchulin Eldar Insafutdinov Siyu Tang Bjoern Andres Mykhaylo Andriluka Peter V. Gehler Bernt Schiele 63 974 0 20 Nov 2015
UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking Longyin Wen Dawei Du Zhaowei Cai Zhen Lei Ming-Ching Chang H. Qi Jongwoo Lim Ming-Hsuan Yang Siwei Lyu VOT 71 579 0 13 Nov 2015
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking Hyeonseob Nam Bohyung Han 98 2,475 0 27 Oct 2015
End-to-end people detection in crowded scenes Russell Stewart Mykhaylo Andriluka 73 544 0 16 Jun 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 697 36,958 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 502 62,294 0 04 Jun 2015
Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts Margret Keuper Evgeny Levinkov Nicolas Bonneel Guillaume Lavoué Thomas Brox Bjoern Andres 130 125 0 26 May 2015
Object detection via a multi-region & semantic segmentation-aware CNN model Spyros Gidaris N. Komodakis ObjD SSeg 99 738 0 07 May 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
Multiple Object Tracking: A Literature Review Wenhan Luo Junliang Xing Anton Milan Xiaoqin Zhang Wei Liu Tae-Kyun Kim VOT 101 812 0 26 Sep 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 465 43,658 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,386 0 04 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 246 6,776 0 03 Sep 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
High-Speed Tracking with Kernelized Correlation Filters João F. Henriques Rui Caseiro P. Martins Jorge Batista 84 5,134 0 30 Apr 2014