Separable Self and Mixed Attention Transformers for Efficient Object
Tracking

Separable Self and Mixed Attention Transformers for Efficient Object Tracking

7 September 2023

Goutam Yelluru Gopal

Papers citing "Separable Self and Mixed Attention Transformers for Efficient Object Tracking"

12 / 12 papers shown

Title
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 111 0 0 28 Nov 2024
AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility Mubashir Noman Wafa Al Ghallabi Daniya Najiha Christoph Mayer Akshay Dudhane Martin Danelljan Hisham Cholakkal Salman Khan Luc Van Gool Fahad Shahbaz Khan 68 21 0 14 Aug 2022
Efficient Visual Tracking via Hierarchical Cross-Attention Transformer Xin Chen Ben Kang D. Wang Dongdong Li Huchuan Lu ViT 44 48 0 25 Mar 2022
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework Botao Ye Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen ViT 70 462 0 22 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed Attention Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 96 461 0 21 Mar 2022
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan Fahad Shahbaz Khan Muhammad Haris Khan Michael Felsberg Jirí Matas 83 130 0 06 Dec 2021
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 268 1,235 0 05 Oct 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search B. Yan Houwen Peng Kan Wu Dong Wang Jianlong Fu Huchuan Lu 71 167 0 29 Apr 2021
LaSOT: A High-quality Large-scale Single Object Tracking Benchmark Heng Fan Hexin Bai Liting Lin Fan Yang Peng Chu ... Juehuan Liu Yong-mei Xu Chunyuan Liao Lin Yuan Haibin Ling VOT 74 214 0 08 Sep 2020
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation B. Yan Dong Wang Huchuan Lu Xiaoyun Yang 64 172 0 04 Jul 2020
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 72 1,332 0 29 Oct 2018
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video Esteban Real Jonathon Shlens S. Mazzocchi Xin Pan Vincent Vanhoucke VOS ObjD 88 534 0 02 Feb 2017