GitHub

A Collection of Text-to-Image Generation Studies

This document serves as the homepage of the whole GitHub repo. Papers are summarized according to different research directions, published years, and conferences. The topics section summarizes papers ...
IEEE

Grounding DINO-US-SAM: Text-Prompted Multiorgan Segmentation in Ultrasound With LoRA-Tuned Vision–Language Models

Abstract: Accurate and generalizable object segmentation in ultrasound imaging remains a significant challenge due to anatomical variability, diverse imaging protocols, and limited annotated data. In ...
IEEE

GobletNet: Wavelet-Based High-Frequency Fusion Network for Semantic Segmentation of Electron Microscopy Images

Abstract: Semantic segmentation of electron microscopy (EM) images is crucial for nanoscale analysis. With the development of deep neural networks (DNNs), semantic segmentation of EM images has ...
Frontiers

Deep learning-enabled hybrid systems for accurate recognition of text in seal images

Chinese seals are widely used in various fields within Chinese society as a tool for certifying legal documents. However, recognizing text on these seals presents challenges due to background text, ...
GitHub

[ECCV 2024] CoPT: Unsupervised Domain Adaptive Segmentation using Domain-Agnostic Text Embeddings

Unsupervised domain adaptation (UDA) involves learning class semantics from labeled data within a source domain that generalize to an unseen target domain. UDA methods are particularly impactful for ...