Search Results for author: Zhonghua Qiao

Found 2 papers, 0 papers with code

Inverse Evolution Layers: Physics-informed Regularizers for Deep Neural Networks

no code implementations14 Jul 2023 Chaoyu Liu, Zhonghua Qiao, Chao Li, Carola-Bibiane Schönlieb

These layers can achieve specific regularization objectives and endow neural networks' outputs with corresponding properties of the evolution models.

Semantic Segmentation

An Active Contour Model with Local Variance Force Term and Its Efficient Minimization Solver for Multi-phase Image Segmentation

no code implementations17 Mar 2022 Chaoyu Liu, Zhonghua Qiao, Qian Zhang

In this paper, we propose an active contour model with a local variance force (LVF) term that can be applied to multi-phase image segmentation problems.

Image Segmentation Segmentation +1

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