← Search

Minghua Jiang

4 accepted papers

2025

SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation

CVPR 2025poster

Multimodal 3D segmentation involves a significant number of 3D convolution operations, which requires substantial computational resources and high-performance computing devices in MRI multimodal brain tumor segmentation. The key challenge in multimodal 3D segmentation is how to minimize network comp…

2022

Multi-Pose Virtual Try-On Via Self-Adaptive Feature Filtering

ICASSP 2022accepted

With the growing trend of virtual try-on, multi-pose tasks attract researchers due to their higher commercial value. Prior methods lack an effective geometric deformation to maintain the original image details resulting in many details loss in the head and garment. To address this problem, we propos…

Cited by 0SourceScholar
2022

Realistic Monocular-To-3d Virtual Try-On Via Multi-Scale Characteristics Capture

ICASSP 2022accepted

3D virtual try-on receives widespread attention from scholars due to its great practical and commercial values. In prior methods, the fundamental problems lie in the limitations on texture retention during garment deformation and the lack of feature context capture during depth estimation. To addres…

Cited by 0SourceScholar
2021

DP-VTON: Toward Detail-Preserving Image-Based Virtual Try-on Network

ICASSP 2021accepted

Image-based virtual try-on systems with the goal of transferring a target clothing item onto the corresponding region of a person have received great attention recently. However, it is still a challenge for the existing methods to generate photo-realistic try-on images while preserving non-target de…

Cited by 0SourceScholar