Pixel adapter: A graph-based post-processing approach for scene text image super-resolution

W Zhang, X Deng, B Jia, X Yu, Y Chen, J Ma… - Proceedings of the 31st …, 2023 - dl.acm.org
Current Scene text image super-resolution approaches primarily focus on extracting robust
features, acquiring text information, and complex training strategies to generate super …

Context sensing attention network for video-based person re-identification

K Wang, C Ding, J Pang, X Xu - ACM Transactions on Multimedia …, 2023 - dl.acm.org
Video-based person re-identification (ReID) is challenging due to the presence of various
interferences in video frames. Recent approaches handle this problem using temporal …

ADT: Person re-identification based on efficient attention mechanism and single-channel dual-channel fusion with transformer features aggregation

J Xing, J Lu, K Zhang, X Chen - Expert Systems with Applications, 2025 - Elsevier
In person re-identification (Re-ID) tasks, using only convolutional neural network (CNNs)
makes it challenging to fully exploit the global key information in person images, while using …

Person Re-Identification Method Based on Dual Descriptor Feature Enhancement

R Lin, R Wang, W Zhang, A Wu, Y Sun, Y Bi - Entropy, 2023 - mdpi.com
Person re-identification is a technology used to identify individuals across different cameras.
Existing methods involve extracting features from an input image and using a single feature …

Ship re-identification in foggy weather: A two-branch network with dynamic feature enhancement and dual attention

W Sun, F Guan, X Zhang, X Shen, K Wang - Engineering Applications of …, 2025 - Elsevier
Most existing ship re-identification methods are only applicable under sunny days. However,
the presence of fog makes ship re-identification difficult. Therefore, this study proposes a two …

LGG-NeXt: A Next Generation CNN and Transformer Hybrid Model for the Diagnosis of Alzheimer's Disease Using 2D Structural MRI

J Bai, Z Zhang, Y Yin, W Jin, TAA Ali… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Incurable Alzheimer's disease (AD) plagues many elderly people and families. It is important
to accurately diagnose and predict it at an early stage. However, the existing methods have …

Learning discriminative features for person re-identification via multi-spectral channel attention

Q Duan, Z Hu, M Lu, H Tao - Signal, Image and Video Processing, 2023 - Springer
Person re-identification (Re-ID) aims to match a particular person captured by different
cameras, which has great potential in video surveillance. However, Re-ID is still challenging …

Person re-identification with visual semantic representation mining and reasoning

C Zhao, Y Shi, H Ling, Q Wang, C Zhao… - … and Identity Science, 2023 - ieeexplore.ieee.org
Person re-identification aims to match images of the same person in different scenarios. The
challenge of this task is how to extract discriminative features from person images with …

Navigating Style Variations in Scene Text Image Super-Resolution through Multi-Scale Perception

F Xu, Z Yu - Proceedings of the 2024 International Conference on …, 2024 - dl.acm.org
Scene Text Image Super-Resolution (STISR) aims to simultaneously improve the resolution
and legibility of text images, generating images that will significantly impact the performance …

基于IBN-Net 和通道注意力的行人重识别方法.

杨永胜, 邓淼磊, 张德贤 - Journal of Computer Engineering …, 2023 - search.ebscohost.com
针对因拍摄的行人图像模糊, 遮挡, 姿势, 视角, 颜色, 风格和亮度不同等不良因素的影响,
行人重识别任务难以提取具有判别力的特征, 设计了一种基于IBN-Net 和双池通道注意力模块的 …