Transformer

A multi-domain feature alignment and hierarchical cross feature enhancement network for under-sampled magnetic image reconstruction

Magnetic resonance imaging (MRI) is widely used in clinical diagnosis due to its high resolution and non-invasive scanning …

Qiaohong Liu, Xiaoxiang Han, Yang Chen

Nov 28, 2024 MRI Reconstruction

LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing Images

Semantic segmentation for extracting buildings and roads from uncrewed aerial vehicle (UAV) remote sensing images by deep learning …

Xiaoxiang Han, Yiman Liu, Gang Liu, Yuanjie Lin, Qiaohong Liu

Jul 11, 2023 Remote Sensing

LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing Images

Handwritten Mathematical Expression Recognition via GCAttention-Based Encoder and Bidirectional Mutual Learning Transformer

Recognition of handwritten mathematical expressions to Latex is an image-to-sequence task. Recent research has shown that …

Xiaoxiang Han, Qiaohong Liu, Ziqi Han, Yuanjie Lin, Naiyue Xu

Oct 27, 2022 Handwritten Recognition

Handwritten Mathematical Expression Recognition via GCAttention-Based Encoder and Bidirectional Mutual Learning Transformer