3 papers
cs.CV2025
LSFDNet: A Single-Stage Fusion and Detection Network for Ships Using SWIR and LWIR
Yanyin Guo, Runxuan An, Junwei Li +1
Traditional ship detection methods primarily rely on single-modal approaches, such as visible or infrared images, which limit their application in complex scenarios involving varyi…
cs.CV2025
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement
Yi Li, Zhiyuan Zhang, Jiangnan Xia +5
This paper presents a novel Two-Stage Diffusion Model (TS-Diff) for enhancing extremely low-light RAW images. In the pre-training stage, TS-Diff synthesizes noisy images by constru…
cs.CV2025
HDiffTG: A Lightweight Hybrid Diffusion-Transformer-GCN Architecture for 3D Human Pose Estimation
Yajie Fu, Chaorui Huang, Junwei Li +4
We propose HDiffTG, a novel 3D Human Pose Estimation (3DHPE) method that integrates Transformer, Graph Convolutional Network (GCN), and diffusion model into a unified framework. HD…