v1v2v3 (latest)

HiFT: Hierarchical Feature Transformer for Aerial Tracking

31 July 2021

ArXiv (abs)PDF HTML Github (80★)

Papers citing "HiFT: Hierarchical Feature Transformer for Aerial Tracking"

50 / 52 papers shown

Title
CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV Tracking Weihong Li Xiaoqiong Liu Heng Fan L. Zhang 64 0 0 09 May 2025
Securing the Skies: A Comprehensive Survey on Anti-UAV Methods, Benchmarking, and Future Directions Yifei Dong Fengyi Wu Sanjian Zhang Guangyu Chen Yuzhi Hu ... Jingdong Sun Siyu Huang Feng Liu Qi Dai Zhi-Qi Cheng 121 0 0 16 Apr 2025
Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking You Wu Xucheng Wang Xiangyang Yang Mengyuan Liu Dan Zeng Hengzhou Ye Shuiwang Li 103 0 0 12 Apr 2025
COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking Chunhui Zhang Li Liu Jialin Gao Xin Sun Hao Wen Xi Zhou Shiming Ge Yucheng Wang 110 1 0 02 Apr 2025
Target-aware Bidirectional Fusion Transformer for Aerial Object Tracking Xinglong Sun Haijiang Sun Shan Jiang Jiacheng Wang Jiasong Wang ViT 79 0 0 13 Mar 2025
Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking Chaocan Xue Bineng Zhong Qihua Liang Yaozong Zheng Ning Li Yuanliang Xue Shuxiang Song 75 0 0 09 Mar 2025
CFTrack: Enhancing Lightweight Visual Tracking through Contrastive Learning and Feature Matching Juntao Liang Jun Hou Weijun Zhang Yong Wang 88 0 0 27 Feb 2025
MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking Chunhui Zhang Li Liu Hao Wen Xi Zhou Yijiao Wang Mamba 160 2 0 24 Nov 2024
Prompt-Driven Temporal Domain Adaptation for Nighttime UAV Tracking Changhong Fu Yiheng Wang L. Yao Guangze Zheng Haobo Zuo Jia Pan AI4TS TTA 60 2 0 27 Sep 2024
Progressive Representation Learning for Real-Time UAV Tracking Changhong Fu Xiang Lei Haobo Zuo L. Yao Guangze Zheng Jia Pan AI4TS 96 4 0 25 Sep 2024
Enhancing Nighttime UAV Tracking with Light Distribution Suppression L. Yao Changhong Fu Yiheng Wang Haobo Zuo Kunhan Lu 64 1 0 25 Sep 2024
Camouflaged Object Tracking: A Benchmark Xiaoyu Guo Pengzhi Zhong Hao Zhang Ling Huang Huikai Shao Qijun Zhao Shuiwang Li 155 3 0 25 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 94 3 0 07 Jul 2024
Tracking Reflected Objects: A Benchmark Xiaoyu Guo Pengzhi Zhong Lizhi Lin Hao Zhang Ling Huang Shuiwang Li 75 1 0 07 Jul 2024
DiffTF++: 3D-aware Diffusion Transformer for Large-Vocabulary 3D Generation Ziang Cao Fangzhou Hong Tong Wu Liang Pan Ziwei Liu 79 3 0 13 May 2024
Middle Fusion and Multi-Stage, Multi-Form Prompts for Robust RGB-T Tracking Qiming Wang Yongqiang Bai Hongxing Song 81 7 0 27 Mar 2024
Benchmarking the Robustness of UAV Tracking Against Common Corruptions Xiaoqiong Liu Yunhe Feng Shu Hu Xiaohui Yuan Heng Fan AAML 75 0 0 18 Mar 2024
Multi-step Temporal Modeling for UAV Tracking Xiaoying Yuan Tingfa Xu Xincong Liu Ying Wang Haolin Qin Yuqiang Fang Jianan Li 89 7 0 07 Mar 2024
Mutual-Learning Knowledge Distillation for Nighttime UAV Tracking Yufeng Liu 69 0 0 13 Dec 2023
BACTrack: Building Appearance Collection for Aerial Tracking Xincong Liu Tingfa Xu Ying Wang Zhinong Yu Xiaoying Yuan Haolin Qin Jianan Li 89 8 0 11 Dec 2023
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers Maciej Besta Afonso Claudino Catarino Lukas Gianinazzi Nils Blach Piotr Nyczyk H. Niewiadomski Torsten Hoefler 116 8 0 30 Nov 2023
Distractor-aware Event-based Tracking Yingkai Fu Meng Li Wenxi Liu Yuanchen Wang Jiqing Zhang Baocai Yin Xiaopeng Wei Xin Yang 94 9 0 22 Oct 2023
DCPT: Darkness Clue-Prompted Tracking in Nighttime UAVs Jiawen Zhu Huayi Tang Zhi-Qi Cheng Ju He Bin Luo Shihao Qiu Shengming Li Huchuan Lu 95 13 0 19 Sep 2023
LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual Tracking Qingmao Wei Bi Zeng Jianqi Liu Li He Guotian Zeng 89 12 0 17 Sep 2023
Large-Vocabulary 3D Diffusion Model with Transformer Ziang Cao Fangzhou Hong Tong Wu Liang Pan Ziwei Liu DiffM 69 39 0 14 Sep 2023
Mobile Vision Transformer-based Visual Object Tracking Goutam Yelluru Gopal Maria A. Amer 84 5 0 11 Sep 2023
Separable Self and Mixed Attention Transformers for Efficient Object Tracking Goutam Yelluru Gopal Maria A. Amer VOT ViT 88 31 0 07 Sep 2023
Towards Discriminative Representations with Contrastive Instances for Real-Time UAV Tracking Dan Zeng Mingliang Zou Xucheng Wang Shuiwang Li 77 13 0 22 Aug 2023
Towards Real-World Visual Tracking with Temporal Contexts Ziang Cao Ziyuan Huang Liang Pan Shiwei Zhang Ziwei Liu Changhong Fu 76 50 0 20 Aug 2023
Learning Disentangled Representation with Mutual Information Maximization for Real-Time UAV Tracking Xucheng Wang Xiangyang Yang Hengzhou Ye Shuiwang Li 68 6 0 20 Aug 2023
SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation Changhong Fu L. Yao Haobo Zuo Guang-Zheng Zheng Jia Pan 127 17 0 03 Jul 2023
VoxDet: Voxel Learning for Novel Instance Detection Bowen Li Jiashun Wang Yaoyu Hu Chen Wang Sebastian Scherer 99 6 0 26 May 2023
SiamTHN: Siamese Target Highlight Network for Visual Tracking Jiahao Bao Kaiqiang Chen Xian Sun Liangjin Zhao Wenhui Diao Ming Yan 53 15 0 22 Mar 2023
Tracker Meets Night: A Transformer Enhancer for UAV Tracking Junjie Ye Changhong Fu Ziang Cao Shan An Guang-Zheng Zheng Bowen Li 99 53 0 20 Mar 2023
Continuity-Aware Latent Interframe Information Mining for Reliable UAV Tracking Changhong Fu Mutian Cai Sihang Li Kunhan Lu Haobo Zuo Chongjun Liu 89 5 0 08 Mar 2023
SGDViT: Saliency-Guided Dynamic Vision Transformer for UAV Tracking L. Yao Changhong Fu Sihang Li Guang-Zheng Zheng Junjie Ye 63 31 0 08 Mar 2023
Transformers in Single Object Tracking: An Experimental Survey Janani Kugarajeevan T. Kokul A. Ramanan Subha Fernando 116 37 0 23 Feb 2023
PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework Bowen Li Ziyuan Huang Junjie Ye Yiming Li Sebastian Scherer Hang Zhao Changhong Fu 93 6 0 21 Nov 2022
Tracking Small and Fast Moving Objects: A Benchmark Zhewen Zhang Fuliang Wu Yuming Qiu Jingdong Liang Shuiwang Li 106 16 0 09 Sep 2022
PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer Towards Video Object Detection Han Wang Jun Tang Xiaodong Liu Shanyan Guan Rong Xie Li Song ViT 73 25 0 06 Sep 2022
HighlightNet: Highlighting Low-Light Potential Features for Real-Time UAV Tracking Changhong Fu Haolin Dong Junjie Ye Guang-Zheng Zheng Sihang Li Jilin Zhao 84 15 0 14 Aug 2022
Local Perception-Aware Transformer for Aerial Tracking Changhong Fu Wei Peng Sihang Li Junjie Ye Ziang Cao 90 8 0 01 Aug 2022
AiATrack: Attention in Attention for Transformer Visual Tracking Shenyuan Gao Chunluan Zhou Chao Ma Xing Wang Junsong Yuan ViT 98 234 0 20 Jul 2022
Rank-Based Filter Pruning for Real-Time UAV Tracking Xucheng Wang Dan Zeng Qijun Zhao Shuiwang Li 82 20 0 05 Jul 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 99 57 0 09 May 2022
Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline Pengyu Zhang Jie Zhao D. Wang Huchuan Lu Xiang Ruan 68 148 0 08 Apr 2022
Unsupervised Domain Adaptation for Nighttime Aerial Tracking Junjie Ye Changhong Fu Guang-Zheng Zheng D. Paudel Guang Chen 167 75 0 20 Mar 2022
Ad2Attack: Adaptive Adversarial Attack on Real-Time UAV Tracking Changhong Fu Sihang Li Xinnan Yuan Junjie Ye Ziang Cao Fangqiang Ding AAML 83 20 0 03 Mar 2022
WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking Chunhui Zhang Guanjie Huang Li Liu Shan Huang Yinan Yang Xiang Wan Shiming Ge Dacheng Tao 157 24 0 19 Jan 2022
Siamese Transformer Pyramid Networks for Real-Time UAV Tracking Daitao Xing N. Evangeliou Athanasios Tsoukalas Anthony Tzes ViT 73 55 0 17 Oct 2021