Zixun Huang

According to our database, Zixun Huang authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Landmark Localization From Medical Images With Generative Distribution Prior.

Zixun Huang, Rui Zhao, Frank H. F. Leung, Sunetra Banerjee, Kin-Man Lam, Yong-Ping Zheng, Sai Ho Ling

IEEE Trans. Medical Imaging, July, 2024

A Small-Ship Object Detection Method for Satellite Remote Sensing Data.

Xiyu Fan, Zhuhua Hu, Yaochi Zhao, Junfei Chen, Tianjiao Wei, Zixun Huang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Encoding Urban Ecologies: Automated Building Archetype Generation through Self-Supervised Learning for Energy Modeling.

Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas

CoRR, 2024

SATR: A Structure-Affinity Attention-Based Transformer Encoder for Spine Segmentation.

Hao Xie, Zixun Huang, Frank H. F. Leung, Ngai-Fong Law, Yakun Ju, Yong-Ping Zheng, Sai Ho Ling

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Spatial-Temporal Graphs Plus Transformers for Geometry-Guided Facial Expression Recognition.

Rui Zhao, Tianshan Liu, Zixun Huang, Daniel Pak-Kong Lun, Kin-Man Lam

IEEE Trans. Affect. Comput., 2023

Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks.

Rui Zhao, Tianshan Liu, Zixun Huang, Daniel Pak-Kong Lun, Kin-Man Lam

IEEE Trans. Affect. Comput., 2023

Jenga Stacking Based on 6D Pose Estimation for Architectural Form Finding Process.

Zixun Huang

CoRR, 2023

Can Machine Learning Uncover Insights into Vehicle Travel Demand from Our Built Environment?

Zixun Huang, Hao Zheng

CoRR, 2023

Robust Digital-Twin Localization via An RGBD-based Transformer Network and A Comprehensive Evaluation on a Mobile Dataset.

Zixun Huang, Keling Yao, Seth Z. Zhao, Chuanyu Pan, Tianjian Xu, Weiyu Feng, Allen Y. Yang

CoRR, 2023

MARL: Multi-scale Archetype Representation Learning for Urban Building Energy Modeling.

Xinwei Zhuang, Zixun Huang, Wentao Zeng, Luisa Caldas

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Structure-Affinity Dual Attention-based Network to Segment Spine for Scoliosis Assessment.

Hao Xie, Zixun Huang, Frank H. F. Leung, Yakun Ju, Yong-Ping Zheng, Sai Ho Ling

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Joint Spine Segmentation and Noise Removal From Ultrasound Volume Projection Images With Selective Feature Sharing.

Zixun Huang, Rui Zhao, Frank H. F. Leung, Sunetra Banerjee, Timothy Tin-Yan Lee, De Yang, Daniel Pak-Kong Lun, Kin-Man Lam, Yong-Ping Zheng, Sai Ho Ling

IEEE Trans. Medical Imaging, 2022

2021

VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.

Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke

Medical Image Anal., 2021

Dual-task ultrasound spine transverse vertebrae segmentation network with contour regularization.

Juan Lyu, Xiaojun Bi, Sunetra Banerjee, Zixun Huang, Frank H. F. Leung, Timothy Tin-Yan Lee, De Yang, Yong-Ping Zheng, Sai-Ho Ling

Comput. Medical Imaging Graph., 2021

DA-GAN: Learning Structured Noise Removal In Ultrasound Volume Projection Imaging For Enhanced Spine Segmentation.

Zixun Huang, Rui Zhao, Frank H. F. Leung, Kin-Man Lam, Sai-Ho Ling, Juan Lyu, Sunetra Banerjee, Timothy Tin-Yan Lee, De Yang, Yong-Ping Zheng

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Structure-Enhanced Attentive Learning For Spine Segmentation From Ultrasound Volume Projection Images.

Rui Zhao, Zixun Huang, Tianshan Liu, Frank H. F. Leung, Sai Ho Ling, De Yang, Timothy Tin-Yan Lee, Daniel Pak-Kong Lun, Yong-Ping Zheng, Kin-Man Lam

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images.

Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Xiangshang Zheng, Liming Xu, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke

CoRR, 2020

Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise.

Zixun Huang, Li-Wen Wang, Frank H. F. Leung, Sunetra Banerjee, De Yang, Timothy Tin-Yan Lee, Juan Lyu, Sai-Ho Ling, Yong-Ping Zheng

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020