Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric

20 November 2022

Yaowei Wang

Yonghong Tian

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Papers citing "Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric"

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Title
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework Wentao Wu X. Wang Chenglong Li Bo Jiang Jin Tang Bin Luo Qi Liu 29 0 0 17 Apr 2025
Towards General Multimodal Visual Tracking Andong Lu Mai Wen Jinhu Wang Yuanzhi Guo Chenglong Li Jin Tang Bin Luo 36 0 0 14 Mar 2025
Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark Shiao Wang X. Wang Chao wang Liye Jin Lin Zhu Bo Jiang Yonghong Tian Jin Tang 53 0 0 08 Feb 2025
Dynamic Subframe Splitting and Spatio-Temporal Motion Entangled Sparse Attention for RGB-E Tracking Pengcheng Shao Tianyang Xu Xuefeng Zhu Xiaojun Wu Josef Kittler 27 0 0 26 Sep 2024
MambaEVT: Event Stream based Visual Object Tracking using State Space Model Xiao Wang Chao wang Shiao Wang Xixi Wang Zhicheng Zhao Lin Zhu Bo Jiang Mamba 27 2 0 20 Aug 2024
eMoE-Tracker: Environmental MoE-based Transformer for Robust Event-guided Object Tracking Yucheng Chen Lin Wang 31 3 0 28 Jun 2024
Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition Lan Chen Dong Li Xiao Wang Pengpeng Shao Wei Zhang Yaowei Wang Yonghong Tian Jin Tang 68 2 0 27 Jun 2024
Reliable Object Tracking by Multimodal Hybrid Feature Extraction and Transformer-Based Fusion Hongze Sun Rui Liu Wuque Cai Jun Wang Yue Wang Huajin Tang Yan Cui Dezhong Yao Daqing Guo 73 6 0 28 May 2024
TENet: Targetness Entanglement Incorporating with Multi-Scale Pooling and Mutually-Guided Fusion for RGB-E Object Tracking Pengcheng Shao Tianyang Xu Zhangyong Tang Linze Li Xiao-Jun Wu Josef Kittler 32 5 0 08 May 2024
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Solution Zhangyong Tang Tianyang Xu Zhenhua Feng Xuefeng Zhu He Wang Pengcheng Shao Chunyang Cheng 34 5 0 30 Apr 2024
Mamba-FETrack: Frame-Event Tracking via State Space Model Ju Huang Shiao Wang Shuai Wang Zhe Wu Xiao Wang Bowei Jiang Mamba 42 13 0 28 Apr 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Xiao Wang Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 33 49 0 15 Apr 2024
Modeling State Shifting via Local-Global Distillation for Event-Frame Gaze Tracking Jiading Li Zhiyu Zhu Jinhui Hou Junhui Hou Jinjian Wu 37 1 0 31 Mar 2024
Long-term Frame-Event Visual Tracking: Benchmark Dataset and Baseline Xiao Wang Ju Huang Shiao Wang Chuanming Tang Bowei Jiang Yonghong Tian Jin Tang Bin Luo 36 8 0 09 Mar 2024
CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras Yabin Zhu Xiao Wang Chenglong Li Bowei Jiang Lin Zhu Zhixiang Huang Yonghong Tian Jin Tang VOS 30 3 0 05 Jan 2024
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Junhui Hou Guangming Shi Jinjian Wu 31 6 0 24 Dec 2023
Single-Model and Any-Modality for Video Object Tracking Zongwei Wu Jilai Zheng Xiangxuan Ren Florin-Alexandru Vasluianu Chao Ma D. Paudel Luc Van Gool Radu Timofte 49 33 0 27 Nov 2023
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Hui Yuan 40 75 0 26 Oct 2023
Distractor-aware Event-based Tracking Yingkai Fu Meng Li Wenxi Liu Yuanchen Wang Jiqing Zhang Baocai Yin Xiaopeng Wei Xin Yang 24 8 0 22 Oct 2023
VcT: Visual change Transformer for Remote Sensing Image Change Detection Bo Jiang Zitian Wang Xixi Wang Ziyan Zhang Lan Chen Xiao Wang Bin Luo ViT 19 38 0 17 Oct 2023
Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline Xiao Wang Shiao Wang Chuanming Tang Lin Zhu Bowei Jiang Yonghong Tian Jin Tang 31 41 0 26 Sep 2023
Learning Bottleneck Transformer for Event Image-Voxel Feature Fusion based Classification Chengguo Yuan Yu Jin Zong-Yao Wu Fanting Wei Yangzirui Wang Langlang Chen Xiao Wang ViT 90 5 0 23 Aug 2023
SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition Xiao Wang Zong-Yao Wu Yao Rong Lin Zhu Bowei Jiang Jin Tang Yonghong Tian ViT 69 14 0 08 Aug 2023
Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers Zhiyu Zhu Junhui Hou Dapeng Oliver Wu ViT 19 28 0 09 Jul 2023
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking Xin Chen Houwen Peng Jiawen Zhu Dong Wang Han Hu Huchuan Lu 61 22 0 27 Apr 2023
RGBT Tracking via Progressive Fusion Transformer with Dynamically Guided Learning Yabin Zhu Chenglong Li Xiao Wang Jin Tang Zhixiang Huang 24 7 0 26 Mar 2023
Transforming Model Prediction for Tracking Christoph Mayer Martin Danelljan Goutam Bhat M. Paul D. Paudel F. I. F. Richard Yu Luc Van Gool 60 227 0 21 Mar 2022
Object Tracking by Jointly Exploiting Frame and Event Domain Jiqing Zhang Xin Yang Yingkai Fu Xiaopeng Wei Baocai Yin B. Dong 69 84 0 19 Sep 2021
VisEvent: Reliable Object Tracking via Collaboration of Frame and Event Flows Xiao Wang Jianing Li Lin Zhu Zhipeng Zhang Zhe Chen Xin Li Yaowei Wang Yonghong Tian Feng Wu 11 114 0 11 Aug 2021
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 86 662 0 15 Mar 2020
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 60 501 0 12 Apr 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Bernard Ghanem 203 786 0 28 Mar 2018