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2009.03465
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LaSOT: A High-quality Large-scale Single Object Tracking Benchmark
International Journal of Computer Vision (IJCV), 2020
8 September 2020
Heng Fan
Hexin Bai
Liting Lin
Fan Yang
Peng Chu
Ge Deng
Sijia Yu
Harshit Harshit
Mingzhen Huang
Juehuan Liu
Yong-mei Xu
Chunyuan Liao
Lin Yuan
Haibin Ling
VOT
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Papers citing
"LaSOT: A High-quality Large-scale Single Object Tracking Benchmark"
50 / 94 papers shown
UniSOT: A Unified Framework for Multi-Modality Single Object Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Yinchao Ma
Yuyang Tang
Wenfei Yang
Tianzhu Zhang
Xu Zhou
Feng Wu
275
2
0
03 Nov 2025
PlanarTrack: A high-quality and challenging benchmark for large-scale planar object tracking
Computer Vision and Image Understanding (CVIU), 2025
Yifan Jiao
Xinran Liu
Xiaoqiong Liu
Xiaohui Yuan
Heng Fan
Libo Zhang
125
1
0
27 Oct 2025
Dynamic Semantic-Aware Correlation Modeling for UAV Tracking
Xinyu Zhou
Tongxin Pan
Lingyi Hong
Pinxue Guo
Haijing Guo
Zhaoyu Chen
Kaixun Jiang
Wenqiang Zhang
124
0
0
24 Oct 2025
From Seeing to Predicting: A Vision-Language Framework for Trajectory Forecasting and Controlled Video Generation
Fan Yang
Z. Chen
Yousong Zhu
Xin Li
Jinqiao Wang
VGen
134
1
0
01 Oct 2025
Distractor-Aware Memory-Based Visual Object Tracking
Jovana Videnovic
Matej Kristan
A. Lukežič
VLM
166
0
0
17 Sep 2025
Omni Survey for Multimodality Analysis in Visual Object Tracking
Zhangyong Tang
Tianyang Xu
Xuefeng Zhu
Hui Li
Shaochuan Zhao
Tao Zhou
Chunyang Cheng
Xiaojun Wu
Josef Kittler
289
2
0
18 Aug 2025
Multi-State Tracker: Enhancing Efficient Object Tracking via Multi-State Specialization and Interaction
Shilei Wang
Gong Cheng
Pujian Lai
Dong Gao
Junwei Han
111
1
0
15 Aug 2025
Decoupled Spatio-Temporal Consistency Learning for Self-Supervised Tracking
AAAI Conference on Artificial Intelligence (AAAI), 2025
Yaozong Zheng
Bineng Zhong
Qihua Liang
Ning Li
Shuxiang Song
307
34
0
29 Jul 2025
SAMITE: Position Prompted SAM2 with Calibrated Memory for Visual Object Tracking
Qianxiong Xu
Lanyun Zhu
Chenxi Liu
Guosheng Lin
Cheng Long
Ziyue Li
Rui Zhao
182
1
0
29 Jul 2025
Towards Universal Modal Tracking with Online Dense Temporal Token Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Yaozong Zheng
Bineng Zhong
Qihua Liang
Shengping Zhang
Guorong Li
Xianxian Li
Rongrong Ji
228
36
0
27 Jul 2025
ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking
X. Feng
Shuyan Hu
X. Li
D. Zhang
M. Wu
Jie Zhang
Xiaosha Chen
K. Huang
266
7
0
26 Jul 2025
Explicit Context Reasoning with Supervision for Visual Tracking
Fansheng Zeng
Bineng Zhong
Haiying Xia
Yufei Tan
Xiantao Hu
Liangtao Shi
Shuxiang Song
282
3
0
22 Jul 2025
HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking
Ruixiang Chen
Guolei Sun
Yawei Li
Jie Qin
Luca Benini
421
4
0
10 Jul 2025
Comba: Improving Bilinear RNNs with Closed-loop Control
Jiaxi Hu
Yongqi Pan
Jusen Du
Disen Lan
Xiaqiang Tang
Qingsong Wen
Yuxuan Liang
Weigao Sun
881
0
0
03 Jun 2025
MVTD: A Benchmark Dataset for Maritime Visual Object Tracking
A. B. Bakht
Muhayy ud Din
Sajid Javed
Irfan Hussain
217
2
0
03 Jun 2025
Efficient Motion Prompt Learning for Robust Visual Tracking
Jie Zhao
Xin Chen
Yongsheng Yuan
Michael Felsberg
Dong Wang
Huchuan Lu
220
3
0
22 May 2025
Towards Adaptive Meta-Gradient Adversarial Examples for Visual Tracking
IEEE Transactions on Reliability (IEEE Trans. Reliab.), 2025
Wei-Long Tian
Peng Gao
Xiao Liu
Long Xu
Hamido Fujita
Hanan Aljuai
Mao-Li Wang
AAML
313
2
0
13 May 2025
TPT-Bench: A Large-Scale, Long-Term and Robot-Egocentric Dataset for Benchmarking Target Person Tracking
Hanjing Ye
Yu Zhan
Weixi Situ
Guangcheng Chen
Jingwen Yu
Kuanqi Cai
Kuanqi Cai
Arash Ajoudani
H. Zhang
413
4
0
12 May 2025
COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking
Information Fusion (Inf. Fusion), 2025
Chunhui Zhang
Li Liu
Jialin Gao
Xin Sun
Hao Wen
Xi Zhou
Shiming Ge
Yucheng Wang
370
6
0
02 Apr 2025
IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval
Bangwei Liu
Yicheng Bao
Shaohui Lin
Xuhong Wang
Xin Tan
Longji Xu
Yuan Xie
Chaochao Lu
464
4
0
01 Apr 2025
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance
Quanhao Li
Zhen Xing
Rui Wang
Hui Zhang
Jingdong Sun
Zuxuan Wu
VGen
519
32
0
20 Mar 2025
Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking
AAAI Conference on Artificial Intelligence (AAAI), 2025
Jiawen Zhu
Huayi Tang
Xin Chen
Xinying Wang
Dong Wang
Huchuan Lu
312
25
0
01 Mar 2025
Siamese-DETR for Generic Multi-Object Tracking
IEEE Transactions on Image Processing (IEEE TIP), 2023
Qiankun Liu
Yichen Li
Yuqi Jiang
Ying Fu
VOT
347
18
0
08 Jan 2025
DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
Neural Information Processing Systems (NeurIPS), 2025
Xinyu Zhou
Jinglun Li
Lingyi Hong
Kaixun Jiang
Pinxue Guo
Weifeng Ge
Wenqiang Zhang
DiffM
334
10
0
05 Jan 2025
Robust Tracking via Mamba-based Context-aware Token Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Jinxia Xie
Bineng Zhong
Qihua Liang
Ning Li
Zhiyi Mo
Shuxiang Song
Mamba
301
33
0
18 Dec 2024
Exploring Enhanced Contextual Information for Video-Level Object Tracking
AAAI Conference on Artificial Intelligence (AAAI), 2024
Ben Kang
Xin Chen
Simiao Lai
Yang Liu
Y. Liu
Dong Wang
Mamba
351
40
0
15 Dec 2024
Mojito: Motion Trajectory and Intensity Control for Video Generation
Xuehai He
Shuohang Wang
Jianwei Yang
Xiaoxia Wu
Longji Xu
Kuan-Chieh Wang
Z. Zhan
Olatunji Ruwase
Yelong Shen
Xinze Wang
VGen
768
7
0
12 Dec 2024
GSOT3D: Towards Generic 3D Single Object Tracking in the Wild
Yifan Jiao
Yunhao Li
Junhua Ding
Q. Yang
Song Fu
Heng Fan
Libo Zhang
3DPC
299
0
0
03 Dec 2024
Improving Accuracy and Generalization for Efficient Visual Tracking
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Ram J. Zaveri
Shivang Patel
Yu Gu
Gianfranco Doretto
VLM
519
3
0
28 Nov 2024
A Distractor-Aware Memory for Visual Object Tracking with SAM2
Computer Vision and Pattern Recognition (CVPR), 2024
Jovana Videnovic
A. Lukežič
Matej Kristan
VLM
447
60
0
26 Nov 2024
How Texts Help? A Fine-grained Evaluation to Reveal the Role of Language in Vision-Language Tracking
Xuchen Li
Shiyu Hu
Xiaokun Feng
Dailing Zhang
Meiqi Wu
Jing Zhang
Kaiqi Huang
424
9
0
23 Nov 2024
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory
Cheng-Yen Yang
Hsiang-Wei Huang
Wenhao Chai
Zhongyu Jiang
Lei Li
VLM
467
107
0
18 Nov 2024
SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
Shuangrui Ding
Rui Qian
Xiaoyi Dong
Pan Zhang
Yuhang Zang
Yuhang Cao
Yuwei Guo
Dahua Lin
Jiaqi Wang
VLM
VOS
425
65
0
21 Oct 2024
DINTR: Tracking via Diffusion-based Interpolation
Neural Information Processing Systems (NeurIPS), 2024
Pha Nguyen
Ngan Le
J. Cothren
Alper Yilmaz
Khoa Luu
DiffM
373
3
0
14 Oct 2024
DTVLT: A Multi-modal Diverse Text Benchmark for Visual Language Tracking Based on LLM
Xuchen Li
Shiyu Hu
Xiaokun Feng
Dailing Zhang
Meiqi Wu
Jing Zhang
Kaiqi Huang
316
15
0
03 Oct 2024
Underwater Camouflaged Object Tracking Meets Vision-Language SAM2
Chunhui Zhang
Li Liu
Guanjie Huang
Hao Wen
Xi Zhou
Xi Zhou
Shiming Ge
Yucheng Wang
675
2
0
25 Sep 2024
Discriminative Spatial-Semantic VOS Solution: 1st Place Solution for 6th LSVOS
Deshui Miao
Yameng Gu
Xin Li
Zhenyu He
Yaowei Wang
Ming-Hsuan Yang
302
0
0
29 Aug 2024
WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark
Chunhui Zhang
Li Liu
Guanjie Huang
Hao Wen
Xi Zhou
Yanfeng Wang
376
32
0
30 May 2024
LoReTrack: Efficient and Accurate Low-Resolution Transformer Tracking
Shaohua Dong
Yunhe Feng
Qing Yang
Lu Ma
Heng Fan
493
5
0
27 May 2024
DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM
Xuchen Li
Xiaokun Feng
Shiyu Hu
Meiqi Wu
Dailing Zhang
Jing Zhang
Kaiqi Huang
VLM
257
36
0
20 May 2024
Beyond Traditional Single Object Tracking: A Survey
Omar Abdelaziz
Mohamed Shehata
Mohamed Mohamed
379
1
0
16 May 2024
Tracking Transforming Objects: A Benchmark
You Wu
Yuelong Wang
Yaxin Liao
Fuliang Wu
Hengzhou Ye
Shuiwang Li
330
3
0
28 Apr 2024
RTracker: Recoverable Tracking via PN Tree Structured Memory
Yuqing Huang
Xin Li
Zikun Zhou
Yaowei Wang
Zhenyu He
Ming-Hsuan Yang
301
21
0
28 Mar 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
544
20
0
26 Mar 2024
Autoregressive Queries for Adaptive Tracking with Spatio-TemporalTransformers
Computer Vision and Pattern Recognition (CVPR), 2024
Jinxia Xie
Bineng Zhong
Zhiyi Mo
Shengping Zhang
Liangtao Shi
Shuxiang Song
Rongrong Ji
358
149
0
15 Mar 2024
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance
European Conference on Computer Vision (ECCV), 2024
Liting Lin
Heng Fan
Zhipeng Zhang
Yaowei Wang
Yong-mei Xu
Haibin Ling
385
109
0
08 Mar 2024
VastTrack: Vast Category Visual Object Tracking
Liang Peng
Junyuan Gao
Hengrong Du
Weihong Li
Shaohua Dong
Zhipeng Zhang
Heng Fan
Libo Zhang
VLM
338
33
0
06 Mar 2024
In Defense and Revival of Bayesian Filtering for Thermal Infrared Object Tracking
Peng Gao
Shi-Min Li
Feng Gao
Haiwei Yang
Ruyue Yuan
Hamido Fujita
316
15
0
27 Feb 2024
Reading Relevant Feature from Global Representation Memory for Visual Object Tracking
Xinyu Zhou
Pinxue Guo
Lingyi Hong
Jinglun Li
Wei Zhang
Weifeng Ge
Wenqiang Zhang
297
24
0
22 Feb 2024
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking
Momir Adzemovic
Predrag Tadić
Andrija Petrović
Mladen Nikolic
353
9
0
15 Feb 2024
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