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Fast Online Object Tracking and Segmentation: A Unifying Approach

12 December 2018

Li Zhang

Papers citing "Fast Online Object Tracking and Segmentation: A Unifying Approach"

49 / 49 papers shown

Title
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning Zihan Zhoua Changrui Daia Aibo Songa Xiaolin Fang VOS 125 0 0 15 Mar 2025
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches Luca Ciampi Ali Azmoudeh Elif Ecem Akbaba Erdi Sarıtaş Ziya Ata Yazıcı H. K. Ekenel Giuseppe Amato Fabrizio Falchi 166 0 0 31 Jan 2025
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 129 0 0 28 Nov 2024
DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Fangyin Wei Renjie Liao Li Gu Yuwen Xiong Sanja Fidler R. Urtasun VOS 85 77 0 27 Sep 2019
Towards a Better Match in Siamese Network Based Visual Object Tracker Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 88 56 0 05 Sep 2018
VideoMatch: Matching based Video Object Segmentation Yuan-Ting Hu Jia-Bin Huang Alex Schwing VOS 66 275 0 04 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 126 461 0 03 Sep 2018
Distractor-aware Siamese Networks for Visual Object Tracking Zheng Zhu Qiang Wang Yue Liu Wei Wu Junjie Yan Weiming Hu 99 1,172 0 18 Aug 2018
Fast and Accurate Online Video Object Segmentation via Tracking Parts Jingchun Cheng Yi-Hsuan Tsai Wei-Chih Hung Shengjin Wang Ming-Hsuan Yang VOS 128 246 0 06 Jun 2018
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning Yuhua Chen Jordi Pont-Tuset Alberto Montes Luc Van Gool VOS 58 265 0 09 Apr 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 321 802 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 58 163 0 26 Mar 2018
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF Linchao Bao Baoyuan Wu Wen Liu VOS 38 206 0 26 Mar 2018
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking Feng Li Cheng Tian W. Zuo Lei Zhang Ming-Hsuan Yang 78 698 0 23 Mar 2018
Learning Dynamic Memory Networks for Object Tracking Tianyu Yang Antoni B. Chan 73 284 0 20 Mar 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation Xiaoxiao Li Chen Change Loy VOS 102 196 0 12 Mar 2018
A Twofold Siamese Network for Real-Time Object Tracking Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 66 567 0 24 Feb 2018
Efficient Video Object Segmentation via Network Modulation L. Yang Yanran Wang Xuehan Xiong Jianchao Yang Aggelos K. Katsaggelos VOS 74 350 0 04 Feb 2018
Detect to Track and Track to Detect Christoph Feichtenhofer A. Pinz Andrew Zisserman VOT 123 562 0 11 Oct 2017
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng Yi-Hsuan Tsai Shengjin Wang Ming-Hsuan Yang VOS 68 416 0 20 Sep 2017
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 128 342 0 18 Sep 2017
Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks Jae Shin Yoon François Rameau Junsik Kim Seokju Lee Seunghak Shin In So Kweon VOS 63 159 0 17 Aug 2017
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation P. Voigtlaender Bastian Leibe VOS 125 396 0 28 Jun 2017
Learning Spatial-Aware Regressions for Visual Tracking Chong Sun Dong Wang Huchuan Lu Ming-Hsuan Yang 68 196 0 22 Jun 2017
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 151 2,828 0 15 Jun 2017
End-to-end representation learning for Correlation Filter based tracking Jack Valmadre Luca Bertinetto João F. Henriques Andrea Vedaldi Philip Torr 91 1,399 0 20 Apr 2017
The 2017 DAVIS Challenge on Video Object Segmentation Jordi Pont-Tuset Federico Perazzi Sergi Caelles Pablo Arbeláez A. Sorkine-Hornung Luc Van Gool VGen VOS 84 1,216 0 03 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,195 0 20 Mar 2017
Video Propagation Networks Varun Jampani Raghudeep Gadde Peter V. Gehler DiffM 60 230 0 16 Dec 2016
Learning Video Object Segmentation from Static Images Anna Khoreva Federico Perazzi Rodrigo Benenson Bernt Schiele A. Sorkine-Hornung VOS 68 588 0 08 Dec 2016
ROAM: a Rich Object Appearance Model with Application to Rotoscoping O. Mikšík Juan-Manuel Perez-Rua Philip Torr P. Pérez 28 9 0 05 Dec 2016
ECO: Efficient Convolution Operators for Tracking Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 119 2,271 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 79 917 0 16 Nov 2016
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 Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 77 3,879 0 30 Jun 2016
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip Torr Andrea Vedaldi 70 471 0 16 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 265 18,240 0 02 Jun 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
Learning to Track at 100 FPS with Deep Regression Networks David Held Sebastian Thrun Silvio Savarese OffRL 89 1,193 0 06 Apr 2016
Learning to Refine Object Segments Pedro H. O. Pinheiro Nayeon Lee R. Collobert Piotr Dollàr SSeg 69 854 0 29 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Learning to Segment Object Candidates Pedro H. O. Pinheiro R. Collobert Piotr Dollar SSeg 94 802 0 20 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 520 62,294 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 82 620 0 04 Mar 2015
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
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 413 43,667 0 01 May 2014
High-Speed Tracking with Kernelized Correlation Filters João F. Henriques Rui Caseiro P. Martins Jorge Batista 89 5,135 0 30 Apr 2014
Correlation Filters with Limited Boundaries Hamed Kiani Galoogahi Terence Sim Simon Lucey 92 335 0 31 Mar 2014