Is First Person Vision Challenging for Object Tracking?

31 August 2021

Papers citing "Is First Person Vision Challenging for Object Tracking?"

50 / 63 papers shown

Title
Predicting the Future from First Person (Egocentric) Vision: A Survey Ivan Rodin Antonino Furnari Dimitrios Mavroeidis G. Farinella EgoV 42 42 0 28 Jul 2021
Weakly-Supervised Domain Adaptation of Deep Regression Trackers via Reinforced Knowledge Distillation Matteo Dunnhofer N. Martinel C. Micheloni 29 16 0 26 Mar 2021
Reconstructing Hand-Object Interactions in the Wild Zhe Cao Ilija Radosavovic Angjoo Kanazawa Jitendra Malik 3DH 52 147 0 17 Dec 2020
MOTChallenge: A Benchmark for Single-Camera Multiple Target Tracking Patrick Dendorfer Aljosa Osep Anton Milan Konrad Schindler Daniel Cremers Ian Reid Stefan Roth Laura Leal-Taixé VOT 43 263 0 15 Oct 2020
The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain Francesco Ragusa Antonino Furnari S. Livatino G. Farinella EgoV 24 99 0 12 Oct 2020
An Exploration of Target-Conditioned Segmentation Methods for Visual Object Trackers Matteo Dunnhofer N. Martinel C. Micheloni VOS 30 1 0 03 Aug 2020
Ocean: Object-aware Anchor-free Tracking Zhipeng Zhang Houwen Peng Jianlong Fu Bing Li Weiming Hu 28 641 0 18 Jun 2020
Understanding Human Hands in Contact at Internet Scale Dandan Shan Jiaqi Geng Michelle Shu David Fouhey 55 320 0 11 Jun 2020
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video Antonino Furnari G. Farinella EgoV 29 140 0 04 May 2020
High-Performance Long-Term Tracking with Meta-Updater Kenan Dai Yunhua Zhang Dong Wang Jianhua Li Huchuan Lu Xiaoyun Yang 74 197 0 01 Apr 2020
Probabilistic Regression for Visual Tracking Martin Danelljan Luc Van Gool Radu Timofte BDL 50 516 0 27 Mar 2020
Learning What to Learn for Video Object Segmentation Goutam Bhat Felix Järemo Lawin Martin Danelljan Andreas Robinson Michael Felsberg Luc Van Gool Radu Timofte VOS 51 157 0 25 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 35 314 0 24 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 112 665 0 15 Mar 2020
Symbiotic Attention with Privileged Information for Egocentric Action Recognition Xiaohan Wang Yu Wu Linchao Zhu Yi Yang 41 63 0 08 Feb 2020
GlobalTrack: A Simple and Strong Baseline for Long-term Tracking Lianghua Huang Xin Zhao Kaiqi Huang 36 231 0 18 Dec 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 45 234 0 20 Nov 2019
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines Yinda Xu Zeyu Wang Zuoxin Li Yuan Ye Gang Yu 48 814 0 14 Nov 2019
Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator Matteo Dunnhofer N. Martinel G. Foresti C. Micheloni OffRL 36 31 0 18 Sep 2019
'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking B. Yan Haojie Zhao Dong Wang Huchuan Lu Xiaoyun Yang 60 158 0 04 Sep 2019
An Effective and Efficient Method for Detecting Hands in Egocentric Videos for Rehabilitation Applications Ryan J. Visée J. Likitlersuang José Zariffa 19 26 0 27 Aug 2019
Learning the Model Update for Siamese Trackers Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 43 311 0 02 Aug 2019
CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark A. Lukežič Ugur Kart Jani Käpylä Ahmed Durmush Joni-Kristian Kämäräinen Jirí Matas Matej Kristan 40 59 0 01 Jul 2019
What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention Antonino Furnari G. Farinella EgoV 93 173 0 22 May 2019
Egocentric Hand Track and Object-based Human Action Recognition G. Kapidis R. Poppe E. V. Dam L. Noldus R. Veltkamp EgoV 45 36 0 02 May 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 113 1,032 0 15 Apr 2019
Next-Active-Object prediction from Egocentric Videos Antonino Furnari Sebastiano Battiato Kristen Grauman G. Farinella EgoV 30 96 0 10 Apr 2019
Deeper and Wider Siamese Networks for Real-Time Visual Tracking Zhipeng Zhang Houwen Peng 64 843 0 07 Jan 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Yue Liu Wei Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 59 1,799 0 31 Dec 2018
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 35 1,203 0 12 Dec 2018
Long-Term Feature Banks for Detailed Video Understanding Chao-Yuan Wu Christoph Feichtenhofer Haoqi Fan Kaiming He Philipp Krahenbuhl Ross B. Girshick 141 479 0 12 Dec 2018
ATOM: Accurate Tracking by Overlap Maximization Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 61 1,061 0 19 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 61 1,332 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 150 1,158 0 20 Sep 2018
Now you see me: evaluating performance in long-term visual tracking A. Lukežič L. Č. Zajc Tomás Vojír Jirí Matas Matej Kristan 38 62 0 19 Apr 2018
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 85 503 0 12 Apr 2018
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset Dima Damen Hazel Doughty G. Farinella Sanja Fidler Antonino Furnari ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 61 1,011 0 08 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 298 797 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 33 163 0 26 Mar 2018
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking Feng Li Cheng Tian W. Zuo Lei Zhang Ming-Hsuan Yang 53 696 0 23 Mar 2018
Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers Eunbyung Park Alexander C. Berg VOT TTA 46 166 0 09 Jan 2018
DCFNet: Discriminant Correlation Filters Network for Visual Tracking Qiang Wang Jin Gao Junliang Xing Mengdan Zhang Weiming Hu 58 253 0 13 Apr 2017
Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor Franziska Mueller Dushyant Mehta Oleksandr Sotnychenko Srinath Sridhar Dan Casas Christian Theobalt 3DH 48 299 0 07 Apr 2017
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 377 3,492 0 21 Mar 2017
Need for Speed: A Benchmark for Higher Frame Rate Object Tracking Hamed Kiani Galoogahi Ashton Fagg Chen Huang Deva Ramanan Simon Lucey 73 401 0 17 Mar 2017
Learning Background-Aware Correlation Filters for Visual Tracking Hamed Kiani Galoogahi Ashton Fagg Simon Lucey 41 1,033 0 14 Mar 2017
ECO: Efficient Convolution Operators for Tracking Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 97 2,266 0 28 Nov 2016
Unsupervised Learning of Important Objects from First-Person Videos Gedas Bertasius H. Park Stella X. Yu Jianbo Shi EgoV 31 25 0 16 Nov 2016
Discriminative Scale Space Tracking Martin Danelljan Gustav Häger Fahad Shahbaz Khan Michael Felsberg 25 1,130 0 20 Sep 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 59 3,863 0 30 Jun 2016