郭立君｜宁波大学｜学者主页

2026

姿态优化策略和交互式图注意力流模型用于异常行为检测

黄锦良，郭立君

《计算机工程与应用》

2026

Zero-shot arbitrary-scale super resolution in susceptibility-weighted imaging for cerebral microbleed analysis

刘凤春，Rong Zhang，Zhongyue Lv，Jianzhi Zhao，Xiping Wu，Guomin Xie，Lijun Guo

Computer Methods and Programs in Biomedicine

DOI

2026

Dual-View Regional Semantic Feature Fusion Network for Keypoint Detection in Biplane X-Rays

Pengju Zhang, Dandan Zhou, Qiang Wang, Dongdong Xia, Jiong Chen, Liwei Wang, Gonglin Yuan, Lijun Guo

IFIP advances in information and communication technology

DOI

2026

Potential-Guided Connected Network for Tiny Structure Segmentation in Medical Images

Chouyu Chen, Yaotong Song, Junyan Yi, Lijun Guo, Zhenyu Lei, Shangce Gao

IEEE/CAA Journal of Automatica Sinica

DOI

2026

Dual uncertainty-aware hierarchical semantic matching for text-to-image person search

Ting Tuo, Lijun Guo

Image and Vision Computing

DOI

2026

LogicFusion: Differentiable Logical Rule Learning for Cancer Driver Gene Identification

Bang Chen, Lijun Guo, Wentao He, Guang Cao, Rong Zhang

International Joint Conference on Artificial Intelligence

DOI

2026

Boosting representation diversity in video transformers via segmented contrastive masked autoencoders

Ya-Wei Feng, Lijun Guo, Gui-Tao Yu, Rong Zhang, Jiangbo Qian, Chong Wang, Shangce Gao

Neurocomputing

DOI

2026

CBM3D-DCC 2D histogram and dual-learning gravitational search algorithm with the interval type-2 fuzzy logic for multilevel threshold color image segmentation

Yirui Wang, An-Jing Guo, Lijun Guo, Rong Zhang, Guoqing Li, Shangce Gao

Applied Soft Computing

DOI

2025

PoseDucer: Implicit relation inducement for invisible keypoint reconstruction in real-world occluded scenes

Jianxin Feng, Rong Zhang, Yirui Wang, Shangce Gao, Lijun Guo

Neurocomputing

DOI

2025

DiffCTA: Diffusion model-based non-contrast CT angiography with contrast-enhanced mask guidance

Liyu Feng, Lijun Guo, Wen He, Xianwang Ye, Yuning Pan, Shangce Gao, Rong Zhang

Biomedical Signal Processing and Control

DOI

2025

Soft-Evidence Fused Graph Neural Network for Cancer Driver Gene Identification across Multi-View Biological Graphs

Bang Chen, Lijun Guo, Houli Fan, Wentao He, Rong Zhang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2025

Multi-Modal Timely Pancreatitis Severity Assessment via Hierarchical Evidential Conflictive Learning

Houli Fan, Lijun Guo, Xiuchao He, Bang Cheng, Wentao He, Yingqing Zeng, Jiang Duan, Rong Zhang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2025

Image region semantic enhancement and symmetric semantic completion for text-to-image person search

Ting Tuo, Lijun Guo, Rong Zhang, Yirui Wang, Jiangbo Qian, Shangce Gao

Scientific Reports

DOI

2024

基于匹配线索回归的侧面脊柱关键点检测

高孟豪，郭立君，张荣，倪丽欣，王强，何秀超

《激光与光电子学进展》

2024

Part2Pose: Inferring Human Pose From Parts in Complex Scenes

Rong Zhang, Jianxin Feng, Cun Feng, Yirui Wang, Lijun Guo

IEEE Signal Processing Letters

DOI

2024

Robust auxiliary modality is beneficial for video-based cloth-changing person re-identification

Youming Chen, Ting Tuo, Lijun Guo, Rong Zhang, Yirui Wang, Shangce Gao

Image and Vision Computing

DOI

2024

A Deep-Learning-Based Lumbosacral Localization and Landmark Detection Network for Automatic Lumbar Stability and Spondylolisthesis Grading Assessment

Tingting Hu, Rong Zhang, Baolin Xu, Dongdong Xia, Qiang Li, Lijun Guo

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2024

Tri-Hash Progressive Sampling Neural Attenuation Field for Sparse-View CBCT Reconstruction

Sisi Wang, Lijun Guo, Rong Zhang, Wenming He, Qiang Li, Shangce Gao

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2024

Superior performance of a center-point AI model over VFLDNet in automated cobb angle estimation for scoliosis assessment

Qingqing Lu, Lixin Ni, Zhehao Zhang, Lulin Zou, Lijun Guo, Yuning Pan

European Spine Journal

DOI

2024

QSMT-net: A query-sensitive proposal and multi-temporal-span matching network for video grounding

Qingqing Wu, Lijun Guo, Rong Zhang, Jiangbo Qian, Shangce Gao

Image and Vision Computing

DOI

2024

Multimodal Video Highlight Detection with Noise-Robust Learning

Yinhui Jiang, Sihui Luo, Lijun Guo, Rong Zhang

DOI

2024

HR-xNet: A Novel High-Resolution Network for Human Pose Estimation with Low Resource Consumption

Cun Feng, Rong Zhang, Lijun Guo

International Conference on Automatic Face and Gesture Recognition

DOI

2024

MCT-VHD: Multi-modal contrastive transformer for video highlight detection

Yinhui Jiang, Sihui Luo, Lijun Guo, Rong Zhang

Journal of Visual Communication and Image Representation

DOI

2024

Progressive Learning Based Knowledge Distillation for Low Resolution Cerebral Microbleed Segmentation

Tianxiang Xia, Rong Zhang, Zhenzuo Chen, Guomin Xie, Xiping Wu, Zhongyue Lv, Lijun Guo

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

Clinical Application of Automatic Assessment of Scoliosis Cobb Angle Based on Deep Learning

Lixin Ni, Zhehao Zhang, Lulin Zou, Jianhua Wang, Lijun Guo, Wei Qian, Lei Xu, Kaiwei Xu, Yingqing Zeng

Current Medical Imaging Formerly Current Medical Imaging Reviews

DOI

2024

SPC-Net: Structure-Aware Pixel-Level Contrastive Learning Network for OCTA A/V Segmentation and Differentiation

Hanlin Liu, Huaying Hao, Yuhui Ma, Lijun Guo, Jiong Zhang, Yitian Zhao

Lecture notes in computer science

DOI

2023

多尺度特征融合与加性注意力指导脑肿瘤MR图像分割

孙家阔，张荣，郭立君，汪建华

《中国图象图形学报》

2023

A Dual-View Fusion Network for Automatic Spinal Keypoint Detection in Biplane X-ray Images

Dandan Zhou, Lijun Guo, Rong Zhang, Xiuchao He, Qiang Wang, Jianhua Wang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2023

Action Perception Machine for Gait Recognition

Xianchun Wang, Rong Zhang, Youming Chen, Lijun Guo

International Conference on Communication, Image and Signal Processing (CCISP)

DOI

2023

Integrating biplane information and context for spine landmark detection

Menghao Gao, Lijun Guo, Xulun Ye, Rong Zhang

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2023

Knowledge-guided 2.5D CNN for cerebral microbleeds detection

Zhongding Fang, Rong Zhang, Lijun Guo, Tianxiang Xia, Yingqing Zeng, Xiping Wu

Biomedical Signal Processing and Control

DOI

2023

DDEW-net: Automatic Assessment of Scoliosis through Dual Decoder Enhancement Network

Lulin Zou, Rong Zhang, Lijun Guo

IEEE International Symposium on Biomedical Imaging (ISBI)

DOI

2023

VLTENet: A Deep-Learning-Based Vertebra Localization and Tilt Estimation Network for Automatic Cobb Angle Estimation

Lulin Zou, Lijun Guo, Rong Zhang, Lixin Ni, Zhenzuo Chen, Xiuchao He, Jianhua Wang

IEEE Journal of Biomedical and Health Informatics

DOI

2023

BX2S-Net: Learning to reconstruct 3D spinal structures from bi-planar X-ray images

Zheye Chen, Lijun Guo, Rong Zhang, Zhongding Fang, Xiuchao He, Jianhua Wang

Computers in Biology and Medicine

DOI

2023

IIESC-Net: Incorporating Implicit and Explicit Structural Constraints for Hip Joint Landmark Detection in pelvic X-ray

Jing Zhang, Lijun Guo, Lixin Ni, Xiuchao He, Jianhua Wang, Rong Zhang

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2023

Multi-scale feature fusion and additive attention guide brain tumor MR image segmentation

Jiakuo Sun, Rong Zhang, Lijun Guo, Jianhua Wang

Journal of Image and Graphics

DOI

2022

Can relearning local representation help small networks for human pose estimation?

Dingning Xu, Lijun Guo, Rong Zhang, Jiangbo Qian, Shangce Gao

Neurocomputing

DOI

2022

Self-Label Refining for Unsupervised Person Re-Identification

Xiaoting Yu, Lijun Guo, Rong Zhang

IEEE Signal Processing Letters

DOI

2022

LDNet: Lightweight dynamic convolution network for human pose estimation

Dingning Xu, Rong Zhang, Lijun Guo, Cun Feng, Shangce Gao

Advanced Engineering Informatics

DOI

2022

TransGait: Multimodal-based gait recognition with set transformer

Guodong Li, Lijun Guo, Rong Zhang, Jiangbo Qian, Shangce Gao

Applied Intelligence

DOI

2022

Self-trained prediction model and novel anomaly score mechanism for video anomaly detection

Aibin Guo, Lijun Guo, Rong Zhang, Yirui Wang, Shangce Gao

Image and Vision Computing

DOI

2022

Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification

Hanlin Liu, Jianyang Xie, Yonghuai Liu, Huaying Hao, Lijun Guo, Jiong Zhang, Yitian Zhao

Lecture notes in computer science

DOI

2022

NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation

Jiayu Chen, Lei Mou, Shaodong Ma, Huazhu Fu, Lijun Guo, Yalin Zheng, Jiong Zhang, Yitian Zhao

Lecture notes in computer science

DOI

2022

Laplacian Lp norm least squares twin support vector machine

Xi-Jiong Xie, Fei-Xiang Sun, Jiangbo Qian, Lijun Guo, Rongsheng Zhang, Xu-Lun Ye, Zhijin Wang

Pattern Recognition

DOI

2021

HLFNet: High-low Frequency Network for Person Re-Identification

Cen Liu, Lijun Guo, Rong Zhang

IEEE Signal Processing Letters

DOI

2021

mmGaitSet: multimodal based gait recognition for countering carrying and clothing changes

Li-Ming Zhao, Lijun Guo, Rong Zhang, Xijiong Xie, Xulun Ye

Applied Intelligence

DOI

2021

THAN: task-driven hierarchical attention network for the diagnosis of mild cognitive impairment and Alzheimer’s disease

the Alzheimer’s Disease NeuroImaging Initiative, Zhehao Zhang, Linlin Gao, Guang Jin, Lijun Guo, Yudong Yao, Li Dong, Jinming Han

Quantitative Imaging in Medicine and Surgery

DOI

2021

An Unsupervised Multi-Shot Person Re-Identification Method via Mutual Normalized Sparse Representation and Stepwise Learning

Xiaobao Li, Qingyong Li, Wen Wang, Lijun Guo

IEEE Transactions on Intelligent Transportation Systems

DOI

2021

Slice grouping and aggregation network for auxiliary diagnosis of rib fractures

Yetian Hu, Xiuchao He, Rong Zhang, Lijun Guo, Linlin Gao, Jianhua Wang

Biomedical Signal Processing and Control

DOI

2021

Unsupervised Multi-shot Person Re-identification via Dynamic Bi-directional Normalized Sparse Representation

Xiaobao Li, Wen Wang, Qingyong Li, Lijun Guo

Lecture notes in computer science

DOI

2020

结合稀疏表示和深度学习的视频中3D人体姿态估计

王伟楠，张荣，郭立君

《中国图象图形学报》

2020

Dual dense context-aware network for hippocampal segmentation

Jiali Shi, Rong Zhang, Lijun Guo, Linlin Gao, Yuqi Li, Huifang Ma, Jianhua Wang

Biomedical Signal Processing and Control

DOI

2020

Discriminative Feature Network Based on a Hierarchical Attention Mechanism for Semantic Hippocampus Segmentation

Jiali Shi, Rong Zhang, Lijun Guo, Linlin Gao, Huifang Ma, Jianhua Wang

IEEE Journal of Biomedical and Health Informatics

DOI

2020

Video based 3D human pose estimation combining sparse representation and deep learning

Wei-Nan Wang, Rong Zhang, Lijun Guo

Journal of Image and Graphics

DOI

2019

改进YOLOv3算法在集装箱箱号定位中的应用

刘岑，郭立君，张荣，胡叶天

《传感器与微系统》

DOI

2019

基于2D DenseU-net的核磁共振海马体分割

时佳丽，郭立君，张荣，高琳琳，李小宝

《影像科学与光化学》

2018

融合直接度量和间接度量的行人再识别

蒋桧慧，张荣，李小宝，郭立君

《模式识别与人工智能》

2018

基于L1/2正则化的三维人体姿态重构

洪金华，张荣，郭立君

《自动化学报》

DOI

2018

Multishot person reidentification using joint group sparse representation

Xiao-Bao Li, Lijun Guo, Rong-Rrong Zhang, Yuanyuan Zhang

J. Electronic Imaging

DOI

2015

融合全局和局部相关熵的图像分割

黄扬，郭立君，张荣

《中国图象图形学报》

2015

Integration of global and local correntropy image segmentation algorithm

Yang Huang, Lijun Guo, Rong Zhang

Journal of Image and Graphics

DOI

2011

基于改进局部特征分布的图像分类方法

郭立君，刘曦，赵杰煜，史忠植

《模式识别与人工智能》

2010

生成模型与判别方法相融合的图像分类方法

郭立君，赵杰煜，史忠植

《电子学报》

精选作品

期刊论文

姿态优化策略和交互式图注意力流模型用于异常行为检测

Zero-shot arbitrary-scale super resolution in susceptibility-weighted imaging for cerebral microbleed analysis

Dual-View Regional Semantic Feature Fusion Network for Keypoint Detection in Biplane X-Rays

Potential-Guided Connected Network for Tiny Structure Segmentation in Medical Images

Dual uncertainty-aware hierarchical semantic matching for text-to-image person search

LogicFusion: Differentiable Logical Rule Learning for Cancer Driver Gene Identification

Boosting representation diversity in video transformers via segmented contrastive masked autoencoders

CBM3D-DCC 2D histogram and dual-learning gravitational search algorithm with the interval type-2 fuzzy logic for multilevel threshold color image segmentation

PoseDucer: Implicit relation inducement for invisible keypoint reconstruction in real-world occluded scenes

DiffCTA: Diffusion model-based non-contrast CT angiography with contrast-enhanced mask guidance

Soft-Evidence Fused Graph Neural Network for Cancer Driver Gene Identification across Multi-View Biological Graphs

Multi-Modal Timely Pancreatitis Severity Assessment via Hierarchical Evidential Conflictive Learning

Image region semantic enhancement and symmetric semantic completion for text-to-image person search

基于匹配线索回归的侧面脊柱关键点检测

Part2Pose: Inferring Human Pose From Parts in Complex Scenes

Robust auxiliary modality is beneficial for video-based cloth-changing person re-identification

A Deep-Learning-Based Lumbosacral Localization and Landmark Detection Network for Automatic Lumbar Stability and Spondylolisthesis Grading Assessment

Tri-Hash Progressive Sampling Neural Attenuation Field for Sparse-View CBCT Reconstruction

Superior performance of a center-point AI model over VFLDNet in automated cobb angle estimation for scoliosis assessment

QSMT-net: A query-sensitive proposal and multi-temporal-span matching network for video grounding

Multimodal Video Highlight Detection with Noise-Robust Learning

HR-xNet: A Novel High-Resolution Network for Human Pose Estimation with Low Resource Consumption

MCT-VHD: Multi-modal contrastive transformer for video highlight detection

Progressive Learning Based Knowledge Distillation for Low Resolution Cerebral Microbleed Segmentation

Clinical Application of Automatic Assessment of Scoliosis Cobb Angle Based on Deep Learning

SPC-Net: Structure-Aware Pixel-Level Contrastive Learning Network for OCTA A/V Segmentation and Differentiation

多尺度特征融合与加性注意力指导脑肿瘤MR图像分割

A Dual-View Fusion Network for Automatic Spinal Keypoint Detection in Biplane X-ray Images

Action Perception Machine for Gait Recognition

Integrating biplane information and context for spine landmark detection

Knowledge-guided 2.5D CNN for cerebral microbleeds detection

DDEW-net: Automatic Assessment of Scoliosis through Dual Decoder Enhancement Network

VLTENet: A Deep-Learning-Based Vertebra Localization and Tilt Estimation Network for Automatic Cobb Angle Estimation

BX2S-Net: Learning to reconstruct 3D spinal structures from bi-planar X-ray images

IIESC-Net: Incorporating Implicit and Explicit Structural Constraints for Hip Joint Landmark Detection in pelvic X-ray

Multi-scale feature fusion and additive attention guide brain tumor MR image segmentation

Can relearning local representation help small networks for human pose estimation?

Self-Label Refining for Unsupervised Person Re-Identification

LDNet: Lightweight dynamic convolution network for human pose estimation

TransGait: Multimodal-based gait recognition with set transformer

Self-trained prediction model and novel anomaly score mechanism for video anomaly detection

Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification

NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation

Laplacian Lp norm least squares twin support vector machine

HLFNet: High-low Frequency Network for Person Re-Identification

mmGaitSet: multimodal based gait recognition for countering carrying and clothing changes

THAN: task-driven hierarchical attention network for the diagnosis of mild cognitive impairment and Alzheimer’s disease

An Unsupervised Multi-Shot Person Re-Identification Method via Mutual Normalized Sparse Representation and Stepwise Learning

Slice grouping and aggregation network for auxiliary diagnosis of rib fractures

Unsupervised Multi-shot Person Re-identification via Dynamic Bi-directional Normalized Sparse Representation

结合稀疏表示和深度学习的视频中3D人体姿态估计

Dual dense context-aware network for hippocampal segmentation

Discriminative Feature Network Based on a Hierarchical Attention Mechanism for Semantic Hippocampus Segmentation

Video based 3D human pose estimation combining sparse representation and deep learning

改进YOLOv3算法在集装箱箱号定位中的应用

基于2D DenseU-net的核磁共振海马体分割

融合直接度量和间接度量的行人再识别

基于L1/2正则化的三维人体姿态重构

Multishot person reidentification using joint group sparse representation

融合全局和局部相关熵的图像分割

Integration of global and local correntropy image segmentation algorithm

基于改进局部特征分布的图像分类方法

生成模型与判别方法相融合的图像分类方法

预印本

TDCGait: A Temporal-Doppler-Concept Tri-branch Framework for Radar Gait Recognition

研究方向