TAO: A Large-Scale Benchmark for Tracking Any Object

20 May 2020

Papers citing "TAO: A Large-Scale Benchmark for Tracking Any Object"

48 / 48 papers shown

Title
Reasoning Segmentation for Images and Videos: A Survey Yiqing Shen Chenjia Li Fei Xiong Jeong-O Jeong Tianpeng Wang Michael Latman Mathias Unberath VOS 178 0 0 24 May 2025
EffOWT: Transfer Visual Language Models to Open-World Tracking Efficiently and Effectively Bingyang Wang Kaer Huang Bin Li Yiqiang Yan Lulu Zhang Huchuan Lu You He VLM 129 0 0 07 Apr 2025
OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer Jinyang Li En Yu Sijia Chen Wenbing Tao 110 2 0 13 Mar 2025
Teaching VLMs to Localize Specific Objects from In-context Examples Sivan Doveh Nimrod Shabtay Wei Lin Eli Schwartz Hilde Kuehne ... Leonid Karlinsky James Glass Assaf Arbelle S. Ullman Muhammad Jehanzeb Mirza VLM 143 1 0 20 Nov 2024
Language Prompt for Autonomous Driving Dongming Wu Wencheng Han Tiancai Wang Yingfei Liu Cheng-zhong Xu Jianbing Shen Jianbing Shen VLM 87 82 0 08 Sep 2023
Quasi-Dense Similarity Learning for Multiple Object Tracking Jiangmiao Pang Linlu Qiu Xia Li Haofeng Chen Qi Li Trevor Darrell Feng Yu VOT 123 371 0 11 Jun 2020
Argoverse: 3D Tracking and Forecasting with Rich Maps Ming-Fang Chang John Lambert Patsorn Sangkloy Jagjeet Singh Sławomir Bąk ... De Wang Peter Carr Simon Lucey Deva Ramanan James Hays 3DPC 135 1,294 0 06 Nov 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 100 1,365 0 08 Aug 2019
Video Instance Segmentation Linjie Yang Yuchen Fan N. Xu VOS ISeg 74 506 0 12 May 2019
The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation Sergi Caelles Jordi Pont-Tuset Federico Perazzi Alberto Montes Kevis-Kokitsi Maninis Luc Van Gool VOS 76 147 0 02 May 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 128 1,039 0 15 Apr 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 104 910 0 13 Mar 2019
MOTS: Multi-Object Tracking and Segmentation P. Voigtlaender Michael Krause Aljosa Osep Jonathon Luiten Berin Balachandar Gnana Sekar Andreas Geiger Bastian Leibe VOT 72 578 0 10 Feb 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Yue Liu Wei Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 84 1,802 0 31 Dec 2018
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 48 1,204 0 12 Dec 2018
ATOM: Accurate Tracking by Overlap Maximization Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 84 1,065 0 19 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 81 1,344 0 29 Oct 2018
LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking Heng Fan Liting Lin Fan Yang Peng Chu Ge Deng Sijia Yu Hexin Bai Yong-mei Xu Chunyuan Liao Haibin Ling VOT 157 1,167 0 20 Sep 2018
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark N. Xu L. Yang Yuchen Fan Dingcheng Yue Yuchen Liang Jianchao Yang Thomas Huang VOS 134 529 0 06 Sep 2018
Distractor-aware Siamese Networks for Visual Object Tracking Zheng Zhu Qiang Wang Yue Liu Wei Wu Junjie Yan Weiming Hu 83 1,169 0 18 Aug 2018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 316 2,135 0 12 May 2018
Features for Multi-Target Multi-Camera Tracking and Re-Identification Ergys Ristani Carlo Tomasi VOT 77 518 0 28 Mar 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Guohao Li 312 799 0 28 Mar 2018
Long-term Tracking in the Wild: A Benchmark Jack Valmadre Luca Bertinetto João F. Henriques R. Tao Andrea Vedaldi A. Smeulders Philip Torr E. Gavves 49 163 0 26 Mar 2018
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 78 189 0 18 Dec 2017
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 116 562 0 11 Oct 2017
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation P. Voigtlaender Bastian Leibe VOS 112 396 0 28 Jun 2017
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions Chunhui Gu Chen Sun David A. Ross Carl Vondrick C. Pantofaru ... G. Toderici Susanna Ricco Rahul Sukthankar Cordelia Schmid Jitendra Malik VGen 101 1,028 0 23 May 2017
Flow-Guided Feature Aggregation for Video Object Detection Xizhou Zhu Yujie Wang Jifeng Dai Lu Yuan Yichen Wei 81 620 0 29 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,174 0 20 Mar 2017
Object Detection in Videos with Tubelet Proposal Networks Kai Kang Hongsheng Li Tong Xiao Wanli Ouyang Junjie Yan Xihui Liu Xiaogang Wang 49 194 0 21 Feb 2017
ECO: Efficient Convolution Operators for Tracking Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 110 2,269 0 28 Nov 2016
One-Shot Video Object Segmentation Sergi Caelles Kevis-Kokitsi Maninis Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 74 916 0 16 Nov 2016
Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani Francesco Solera Roger S. Zou Rita Cucchiara Carlo Tomasi 81 2,608 0 06 Sep 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 73 3,879 0 30 Jun 2016
Siamese Instance Search for Tracking Ran Tao E. Gavves A. Smeulders 44 595 0 19 May 2016
Online Multi-Target Tracking Using Recurrent Neural Networks Anton Milan S. Hamid Rezatofighi A. Dick Ian Reid Konrad Schindler VOT 73 515 0 13 Apr 2016
Learning to Track at 100 FPS with Deep Regression Networks David Held Sebastian Thrun Silvio Savarese OffRL 73 1,193 0 06 Apr 2016
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding Gunnar Sigurdsson Gül Varol Xinyu Wang Ali Farhadi Ivan Laptev Abhinav Gupta VGen 92 1,245 0 06 Apr 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 144 1,799 0 02 Mar 2016
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 82 3,089 0 02 Feb 2016
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 64 574 0 13 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 482 62,122 0 04 Jun 2015
A Novel Performance Evaluation Methodology for Single-Target Trackers Matej Kristan Jirí Matas A. Leonardis Tomás Vojír R. Pflugfelder G. Fernandez G. Nebehay Fatih Porikli Luka Cehovin 69 620 0 04 Mar 2015
Finding Action Tubes Georgia Gkioxari Jitendra Malik 56 599 0 21 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 1.6K 39,472 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 387 43,619 0 01 May 2014
Notes on image annotation Adela Barriuso Antonio Torralba VLM 65 35 0 12 Oct 2012