Virtual histography: From tissue section to 3D image

Histology is one of the foundations of modern diagnostics. When physicians want to determine whether tissue is pathologically ...

The Next Leap In Generative Imaging Moves From Prompts To Parameters

The future of visual content will belong to those who master not only the art of prompting but also the discipline of ...
Scientific Research Publishing

Geo-Refined Point Transformer: Coordinate-Aware Excitation and Positional Upsampling for 3D Scene Segmentation ()

The proposed Coordinate-Aware Feature Excitation (CAFE) module and Position-Aware Upsampling (Pos-Up) module both adhere to ...
IEEE

A Multi-Resolution Hybrid CNN-Transformer Network With Scale-Guided Attention for Medical Image Segmentation

Abstract: Medical image segmentation remains a challenging task due to the intricate nature of anatomical structures and the wide range of target sizes. In this paper, we propose a novel U-shaped ...
IEEE

Exploring Latent Feature Representations of Image Pixels via Convolutional Neural Network to Enhance Food Segmentation

Abstract: For open-vocabulary recognition of ingredients in food images, ingredient segmentation is a crucial step; however, it remains a challenging problem. This paper proposes a novel approach that ...
GitHub

LISA: Reasoning Segmentation via Large Language Model

In this work, we propose a new segmentation task --- reasoning segmentation. The task is designed to output a segmentation mask given a complex and implicit query text. We establish a benchmark ...