Efficient Visual Tracking via Hierarchical Cross-Attention Transformer

Efficient Visual Tracking via Hierarchical Cross-Attention Transformer

25 March 2022

Huchuan Lu

Papers citing "Efficient Visual Tracking via Hierarchical Cross-Attention Transformer"

18 / 18 papers shown

Title
Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking Chaocan Xue Bineng Zhong Qihua Liang Yaozong Zheng Ning Li Yuanliang Xue Shuxiang Song 41 0 0 09 Mar 2025
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 86 0 0 28 Nov 2024
Improving Visual Object Tracking through Visual Prompting Shih-Fang Chen Jun-Cheng Chen I-Hong Jhuo Yen-Yu Lin VLM 28 1 0 27 Sep 2024
General Compression Framework for Efficient Transformer Object Tracking Lingyi Hong Jinglun Li Xinyu Zhou Shilin Yan Pinxue Guo ... Zhaoyu Chen Shuyong Gao Wei Zhang Hong Lu Wenqiang Zhang ViT 37 0 0 26 Sep 2024
TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based Computing Abhishek Moitra Abhiroop Bhattacharjee Youngeun Kim Priyadarshini Panda ViT 32 2 0 22 Aug 2024
Learning Motion Blur Robust Vision Transformers with Dynamic Early Exit for Real-Time UAV Tracking You Wu Xucheng Wang Dan Zeng Hengzhou Ye Xiaolan Xie Qijun Zhao Shuiwang Li 40 3 0 07 Jul 2024
Labeling Comic Mischief Content in Online Videos with a Multimodal Hierarchical-Cross-Attention Model Elaheh Baharlouei Mahsa Shafaei Yigeng Zhang Hugo Jair Escalante Thamar Solorio 46 0 0 12 Jun 2024
LoReTrack: Efficient and Accurate Low-Resolution Transformer Tracking Shaohua Dong Yunhe Feng Qing Yang Yuewei Lin Heng Fan 44 1 0 27 May 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 47 1 0 18 Apr 2024
Exploring Dynamic Transformer for Efficient Object Tracking Jiawen Zhu Xin Chen Haiwen Diao Shuai Li Jun-Yan He Chenyang Li Bin Luo Dong Wang Huchuan Lu 46 2 0 26 Mar 2024
LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual Tracking Qingmao Wei Bi Zeng Jianqi Liu Li He Guotian Zeng 40 11 0 17 Sep 2023
Unsupervised Green Object Tracker (GOT) without Offline Pre-training Zhiruo Zhou Suya You C.-C. Jay Kuo VOT 37 1 0 16 Sep 2023
Separable Self and Mixed Attention Transformers for Efficient Object Tracking Goutam Yelluru Gopal Maria A. Amer VOT ViT 27 25 0 07 Sep 2023
Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking Ben Kang Xin Chen D. Wang Houwen Peng Huchuan Lu 18 47 0 14 Aug 2023
MixFormerV2: Efficient Fully Transformer Tracking Yutao Cui Tian-Shu Song Gangshan Wu Liming Wang 29 54 0 25 May 2023
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 103 662 0 15 Mar 2020
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Guohao Li 226 790 0 28 Mar 2018
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 296 39,217 0 01 Sep 2014