Visual trackingRGB-Thermal (RGB-T) object tracking receives more and more attention due to the strongly complementary benefits of thermal information to visible data. However, RGB-T research is limited by lacking a comprehensive evaluation platform. In this paper, we propose a large-scale video ...
内容提示: SUBMISSION TO IEEE TRANSACTIONS ON IMAGE PROCESSING 1RGB-T Object Tracking: Benchmark and BaselineChenglong Li, Xinyan Liang, Yijuan Lu, Nan Zhao, and Jin TangAbstract—RGB-Thermal (RGB-T) object tracking receivesmore and more attention due to the strongly complementarybenef i ts of...
Weighted sparse representation regularized graph learning for rgb-t object tracking. In: Proceedings of ACM International Conference on Multimedia Deng, J., Dong, W., Socher, R., Li, L., Li, K. & Feifei, L. (2009). Imagenet: A large-scale hierarchical image database. In: Proceedings ...
RGB-T Object Tracking: Benchmark and Baseline RGB-Thermal (RGB-T) object tracking receives more and more attention due to the strongly complementary benefits of thermal information to visible data. How... C Li,X Liang,Y Lu,... - 《Pattern Recognition》 被引量: 0发表: 2019年 RGB-T obje...
Key words:object tracking; RGB-Thermal; multi-scale features; modality fusion; deep learning 参考文献: [1]姚云翔,陈莹.注意力机制下双模态交互融合的目标跟踪网络[J].系统工程与电子技术,2022,44(2):410-419. YAO Yunxiang,CHEN Ying.Object tracking n...
A novel soft-consistent correlation filters for RGB-T object tracking is proposed. In order to take both collaboration and the heterogeneity of RGB and thermal spectra into account, the correlation filters of multi-spectral are learned jointly by imposing soft consistency. And the computational time...
RGB-Thermal(以下简称RGB-T)这个工作无论是在这篇文章中的Tracking,亦或是在人群计数,街景语义分割,夜景的目标检测中都有一个非常大的问题,就是缺数据。缺数据是目前RGB-T没有办法像RGB-D一样更为人知的原因之一,在缺少数据的情况下,整体训练的效果不尽如人意,我们也无法对于RGB-T进行进一步的探索和研究。这...
We have designed the MFATrack tracker specifically for RGB-T single-object tracking, which consists of two key components: the multi-scale feature extraction with fusion module and the search frame self-attention interaction module(for convenience, we will use MSFEF to refer to the multi-scale ...
Feng, Q., Ablavsky, V., Bai, Q., Li, G., & Sclaroff, S.,(2020)Real-time visual object tracking with natural language description. In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 700–709 Gao, Y., Li, C., Zhu, Y., Tang, J., He, ...
in RGB-T Object Tracking:Benchmark and Baseline The RGBT234 dataset is a comprehensive video dataset specifically designed for RGB-T (Red-Green-Blue and Thermal) tracking purposes. This dataset addresses the limitations of existing datasets like OSU-CT, LITIV, and GTOT in terms of size. ...