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Junxin Chen

3 accepted papers

2023

Dynamic Vehicle Graph Interaction for Trajectory Prediction Based on Video Signals

ICASSP 2023accepted

The roadside video surveillance signal can help people achieve vehicle tracking and trajectory generation. Using these trajectories can learn the future motion of vehicles. Existing prediction methods can not analyze the interaction between vehicles well. To this end, we design a dynamic vehicle gra…

Cited by 0SourceScholar
2023

LABANet: Lead-Assisting Backbone Attention Network for Oral Multi-Pathology Segmentation

ICASSP 2023accepted

This paper presents a Lead-Assisting Backbone Attention Network (LABANet), which is able to perform multi-pathology instance segmentation of dental panoramic X-rays. A Lead-Assisting Attention Backbone (LAAB), containing two Swin-Transformers, is first developed for feature extraction. The following…

Cited by 0SourceScholar
2022

Combining Multiple Style Transfer Networks and Transfer Learning For LGE-CMR Segmentation

ICASSP 2022accepted

This paper presents an algorithm for segmenting late gadolinium enhancement cardiac magnetic resonance (LGE-CMR) in the absence of labeled training data. The proposed method includes a data augmentation part and a segmentation network. Multiple style transfer networks are employed for data augmentat…

Cited by 0SourceScholar