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Jia Luo

3 accepted papers

2025

DPM-LVSN: A Diffusion Probabilistic Model-based Left Ventricular Segmentation Network

ICASSP 2025accepted

To improve the accuracy and robustness of left ventricular segmentation, This paper proposes a diffusion probabilistic model-based left ventricular segmentation network (DPM-LVSN). DPM-LVSN integrates a U-shaped encoder-decoder for feature extraction, self-attention for semantic information, and a d…

Cited by 0SourceScholar
2025

Ultrasound-Guided Registration Pseudo-Labels for Semi-Supervised Brachial Plexus Segmentation

ICASSP 2025accepted

In semi-supervised medical image segmentation, two main challenges arise. First, the quality of pseudo-labels generated by segmentation networks in data-limited scenarios is often poor, reducing segmentation accuracy. Second, many methods fail to effectively utilize the temporal context in video dat…

Cited by 0SourceScholar
2024

An End-To-End Graph Attention Network Hashing for Cross-Modal Retrieval

NeurIPS 2024poster

Due to its low storage cost and fast search speed, cross-modal retrieval based on hashing has attracted widespread attention and is widely used in real-world applications of social media search. However, most existing hashing methods are often limited by uncomprehensive feature representations and s…

Cited by 1SourcePDFScholar