activity
20242026
most citedDATransNet: Dynamic Attention Transformer Network for Infrared Small Target Detection

37 citations · 37 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CV2026

SPARK-SAM: Learning How to Prompt and Respond for Infrared Small Target Segmentation

Aji Mao, Zhenming Peng, Bailin Mu +1

Promptable segmentation models provide a reusable interface, but direct transfer to automatic infrared small-target segmentation (IRSTD) exposes a mismatch between spatial prompts…

cs.CV2026

HIMEC: Directional Change Representation and Fixed-Interface Decoding for Remote Sensing Image Change Captioning

Aysha Ashraf, Shaina Ashraf, Wafaa I. M. Hussin +3

Remote sensing image change captioning (RSICC) converts bitemporal imagery into a sentence describing semantic changes. Most RSICC methods condition caption decoders directly on fu…

cs.CV2026

Spatially Selective Self-Training for Unsupervised Building Change Detection

Wafaa I. M. Hussin, Zhi Lu, Anas M. I. Mohammed +3

Unsupervised building change detection aims to learn building-change masks from unlabeled bi-temporal remote sensing images. Existing label-free methods often follow a discrepancy-…

cs.CV2026

FeedbackSTS-Det: Sparse Frames-Based Spatio-Temporal Semantic Feedback Network for Moving Infrared Small Target Detection

Yian Huang, Qing Qin, Aji Mao +4

Infrared small target detection (ISTD) has been a critical technology in defense and civilian applications over the past several decades, such as missile warning, maritime surveill…

cs.CV2025

STGBD-Net: Spatio-temporal Gradient Basis Decomposition Network for Infrared Small Target Detection

Chen Hu, Mingyu Zhou, Shuai Yuan +4

A key challenge in infrared small target detection (IRSTD) is that weak target signal responses are easily obscured by strong background clutter, frequently resulting in missed det…

cs.CV2025

ARFC-WAHNet: Adaptive Receptive Field Convolution and Wavelet-Attentive Hierarchical Network for Infrared Small Target Detection

Xingye Cui, Junhai Luo, Jiakun Deng +3

Infrared small target detection (ISTD) is critical in both civilian and military applications. However, the limited texture and structural information in infrared images makes accu…

cs.CV2025

CSPENet: Contour-Aware and Saliency Priors Embedding Network for Infrared Small Target Detection

Jiakun Deng, Kexuan Li, Xingye Cui +4

Infrared small target detection (ISTD) plays a critical role in a wide range of civilian and military applications. Existing methods suffer from deficiencies in the localization of…

cs.CV2024★ 37 cited

DATransNet: Dynamic Attention Transformer Network for Infrared Small Target Detection

Chen Hu, Yian Huang, Kexuan Li +5

Infrared small target detection (ISTD) is widely used in civilian and military applications. However, ISTD encounters several challenges, including the tendency for small and dim t…