Search Results for author: Haolin Qin

Found 5 papers, 3 papers with code

DMSSN: Distilled Mixed Spectral-Spatial Network for Hyperspectral Salient Object Detection

1 code implementation31 Mar 2024 Haolin Qin, Tingfa Xu, Peifu Liu, Jingxuan Xu, Jianan Li

To address these challenges, we propose a novel approach termed the Distilled Mixed Spectral-Spatial Network (DMSSN), comprising a Distilled Spectral Encoding process and a Mixed Spectral-Spatial Transformer (MSST) feature extraction network.

Dimensionality Reduction Knowledge Distillation +3

Multi-step Temporal Modeling for UAV Tracking

no code implementations7 Mar 2024 Xiaoying Yuan, Tingfa Xu, Xincong Liu, Ying Wang, Haolin Qin, Yuqiang Fang, Jianan Li

This module leverages temporal information to refresh the template feature, yielding a more precise correlation map.

Factorization Vision Transformer: Modeling Long Range Dependency with Local Window Cost

1 code implementation14 Dec 2023 Haolin Qin, Daquan Zhou, Tingfa Xu, Ziyang Bian, Jianan Li

Accordingly, we propose a novel factorization self-attention mechanism (FaSA) that enjoys both the advantages of local window cost and long-range dependency modeling capability.

BACTrack: Building Appearance Collection for Aerial Tracking

no code implementations11 Dec 2023 Xincong Liu, Tingfa Xu, Ying Wang, Zhinong Yu, Xiaoying Yuan, Haolin Qin, Jianan Li

At the same time, the appearance discriminator employs an online adaptive template-update strategy to ensure that the collected multiple templates remain reliable and diverse, allowing them to closely follow rapid changes in the target's appearance and suppress background interference during tracking.

Template Matching

Spectrum-driven Mixed-frequency Network for Hyperspectral Salient Object Detection

1 code implementation2 Dec 2023 Peifu Liu, Tingfa Xu, Huan Chen, Shiyun Zhou, Haolin Qin, Jianan Li

The Spectral Saliency approximates the region of salient objects, while the Spectral Edge captures edge information of salient objects.

object-detection Object Detection +1

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