IEEE

A New Image Sharpening Filter Based on Gradient and Retinex-Inspired Contrast

Abstract: Image edges are essential for understanding and processing the content of the acquired scene, but a clear edge detection is not always possible. Unfavorable environmental conditions, poor ...
IEEE

Open-Set Domain Adaptation for Hyperspectral Image Classification Based on Reconstruction Discrepancy and Feature Alignment

Abstract: For hyperspectral image classification, domain adaptation algorithms often assume that the source domain and target domain share the same label space, and thus, classify all samples in the ...
GitHub

[NeurIPS 2025] Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection

Domain-RAG is a novel retrieval-augmented generative framework designed for Cross-Domain Few-Shot Object Detection (CD-FSOD). We leverage large-scale vision-language models (GroundingDINO), a curated ...
GitHub

Building and Training a DDPM Model from Scratch

A PyTorch implementation of Denoising Diffusion Probabilistic Models (DDPM) from scratch, focusing on image generation. This project provides a clean, modular, and well-documented implementation of ...