Zhijian Song

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 66

Top Topics

Image Segmentation

Image Classification

Weakly Supervised

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Zhijian Song
Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks. Expert Syst. Appl. 236 (2024)
Minghong Duan, Linhao Qu, Zhiwei Yang, Manning Wang, Chenxi Zhang, Zhijian Song
Towards Arbitrary-Scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework via Implicit Self-texture Enhancement. CoRR (2024)
Zhiwei Yang, Kexue Fu, Minghong Duan, Linhao Qu, Shuo Wang, Zhijian Song
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation. CoRR (2024)
Xiaoyu Liu, Linhao Qu, Ziyue Xie, Yonghong Shi, Zhijian Song
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation. CoRR (2024)
Linhao Qu, Qiuye Jin, Kexue Fu, Manning Wang, Zhijian Song
Rethinking deep active learning for medical image segmentation: A diffusion and angle-based framework. Biomed. Signal Process. Control. 96 (2024)
Xiaoyuan Luo, Linhao Qu, Qinhao Guo, Zhijian Song, Manning Wang
Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Shaolei Liu, Linhao Qu, Siqi Yin, Manning Wang, Zhijian Song
Wavelet-based spectrum transfer with collaborative learning for unsupervised bidirectional cross-modality domain adaptation on medical image segmentation. Neural Comput. Appl. 36 (12) (2024)
Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song
A comprehensive survey on deep active learning in medical image analysis. Medical Image Anal. 95 (2024)
Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation. CoRR (2024)
Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification. CoRR (2023)
Xiaoyu Liu, Linhao Qu, Ziyue Xie, Jiayue Zhao, Yonghong Shi, Zhijian Song
Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation. CoRR (2023)
Shaolei Liu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song
A learnable self-supervised task for unsupervised domain adaptation on point cloud classification and segmentation. Frontiers Comput. Sci. 17 (6) (2023)
Linhao Qu, Siqi Yin, Shaolei Liu, Xiaoyu Liu, Manning Wang, Zhijian Song
AIM-MEF: Multi-exposure image fusion based on adaptive information mining in both spatial and frequency domains. Expert Syst. Appl. 223 (2023)
Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang, Zhijian Song
A Structure-Aware Framework of Unsupervised Cross-Modality Domain Adaptation via Frequency and Spatial Knowledge Distillation. IEEE Trans. Medical Imaging 42 (12) (2023)
Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. CoRR (2023)
Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Manning Wang, Zhijian Song
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need. CoRR (2023)
Linhao Qu, Zhiwei Yang, Minghong Duan, Yingfan Ma, Shuo Wang, Manning Wang, Zhijian Song
Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification. ICCV (2023)
Shiman Li, Haoran Wang, Yucong Meng, Chenxi Zhang, Zhijian Song
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation. CoRR (2023)
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
Rethinking multi-exposure image fusion with extreme and diverse exposure levels: A robust framework based on Fourier transform and contrastive learning. Inf. Fusion 92 (2023)
Shuo Wang, Yan Zhu, Xiaoyuan Luo, Zhiwei Yang, Yizhe Zhang, Peiyao Fu, Manning Wang, Zhijian Song, Quanlin Li, Pinghong Zhou, Yike Guo
Knowledge Extraction and Distillation from Large-Scale Image-Text Colonoscopy Records Leveraging Large Language and Vision Models. CoRR (2023)
Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. MICCAI (2) (2023)
Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song
A comprehensive survey on deep active learning and its applications in medical image analysis. CoRR (2023)
Qiuye Jin, Shiman Li, Xiaofei Du, Mingzhi Yuan, Manning Wang, Zhijian Song
Density-based one-shot active learning for image segmentation. Eng. Appl. Artif. Intell. 126 (2023)
Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification. NeurIPS (2023)
Linhao Qu, Minghong Duan, Zhiwei Yang, Manning Wang, Zhijian Song
Towards Arbitrary-scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework based on Implicit Self-texture Enhancement. CoRR (2023)
Shiman Li, Siqi Yin, Chenxi Zhang, Manning Wang, Zhijian Song
MTSegNet: Semi-supervised Abdominal Organ Segmentation in CT. FLARE@MICCAI (2022)
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning. AAAI (2022)
Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. CoRR (2022)
Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. MICCAI (2) (2022)
Linhao Qu, Siyu Liu, Xiaoyu Liu, Manning Wang, Zhijian Song
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis. CoRR (2022)
Yinlong Liu, Yiru Wang, Manning Wang, Guang Chen, Alois C. Knoll, Zhijian Song
Globally Optimal Linear Model Fitting with Unit-Norm Constraint. Int. J. Comput. Vis. 130 (4) (2022)
Qiuye Jin, Mingzhi Yuan, Shiman Li, Haoran Wang, Manning Wang, Zhijian Song
Cold-start active learning for image classification. Inf. Sci. 616 (2022)
Shaolei Liu, Linhao Qu, Qin Qiao, Manning Wang, Zhijian Song
Wavelet-based self-supervised learning for multi-scene image fusion. Neural Comput. Appl. 34 (18) (2022)
Chunli Qin, Ji Zhou, Demin Yao, Han Zhuang, Hui Wang, Shiyao Chen, Yonghong Shi, Zhijian Song
Vertebrae Labeling via End-to-End Integral Regression Localization and Multi-Label Classification Network. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Shaolei Liu, Kexue Fu, Manning Wang, Zhijian Song
Group-in-Group Relation-Based Transformer for 3D Point Cloud Learning. Remote. Sens. 14 (7) (2022)
Qiuye Jin, Mingzhi Yuan, Qin Qiao, Zhijian Song
One-shot active learning for image segmentation via contrastive learning and diversity-based sampling. Knowl. Based Syst. 241 (2022)
Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. CoRR (2022)
Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. NeurIPS (2022)
Qiuye Jin, Mingzhi Yuan, Haoran Wang, Manning Wang, Zhijian Song
Deep active learning models for imbalanced image classification. Knowl. Based Syst. 257 (2022)
Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song
TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning. CoRR (2022)
Haoran Wang, Yan Zhu, Wenzheng Qin, Yizhe Zhang, Pinghong Zhou, Quanlin Li, Shuo Wang, Zhijian Song
EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset). CoRR (2022)
Shaolei Liu, Manning Wang, Zhijian Song
WaveFuse: A Unified Unsupervised Framework for Image Fusion with Discrete Wavelet Transform. ICONIP (4) (2021)
Mingyan Qiu, Chenxi Zhang, Zhijian Song
A Hybrid Attention Ensemble Framework for Zonal Prostate Segmentation. MICCAI (1) (2021)
Xiaoyuan Luo, Shaolei Liu, Kexue Fu, Manning Wang, Zhijian Song
A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds. CoRR (2021)
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning. CoRR (2021)
Yiru Wang, Yinlong Liu, Xuechen Li, Chen Wang, Manning Wang, Zhijian Song
Practical globally optimal consensus maximization by Branch-and-bound based on interval arithmetic. Pattern Recognit. 115 (2021)
Kang Wang, Haoran Wang, Zeyang Li, Mingyuan Pan, Manning Wang, Shuo Wang, Zhijian Song
Quality-Aware Model Ensemble for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2021)
Yiru Wang, Yinlong Liu, Xuechen Li, Chen Wang, Manning Wang, Zhijian Song
GORFLM: Globally Optimal Robust Fitting for Linear Model. Signal Process. Image Commun. 84 (2020)
Chunli Qin, Demin Yao, Han Zhuang, Hui Wang, Yonghong Shi, Zhijian Song
Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling. CoRR (2020)
Mingyuan Pan, Yonghong Shi, Zhijian Song
Segmentation of Gliomas Based on a Double-Pathway Residual Convolution Neural Network Using Multi-Modality Information. J. Medical Imaging Health Informatics 10 (11) (2020)
Shaolei Liu, Zhijian Song, Manning Wang
WaveFuse: A Unified Deep Framework for Image Fusion with Wavelet Transform. CoRR (2020)
Yinlong Liu, Xuechen Li, Manning Wang, Guang Chen, Zhijian Song, Alois C. Knoll
A Novel Method for the Absolute Pose Problem with Pairwise Constraints. CoRR (2019)
Xueli Liu, Dongsheng Jiang, Manning Wang, Zhijian Song
Image synthesis-based multi-modal image registration framework by using deep fully convolutional networks. Medical Biol. Eng. Comput. 57 (5) (2019)
Yinlong Liu, Xuechen Li, Manning Wang, Alois C. Knoll, Guang Chen, Zhijian Song
A Novel Method for the Absolute Pose Problem with Pairwise Constraints. Remote. Sens. 11 (24) (2019)
Xuechen Li, Yinlong Liu, Manning Wang, Zhijian Song
GO-APSR: A Globally Optimal Affine Point Set Registration Method. IEEE Access 7 (2019)
Zhixian Tang, Kun Chen, Mingyuan Pan, Manning Wang, Zhijian Song
An Augmentation Strategy for Medical Image Processing Based on Statistical Shape Model and 3D Thin Plate Spline for Deep Learning. IEEE Access 7 (2019)
Yueyue Wang, Liang Zhao, Manning Wang, Zhijian Song
Organ at Risk Segmentation in Head and Neck CT Images Using a Two-Stage Segmentation Framework Based on 3D U-Net. IEEE Access 7 (2019)
Yinlong Liu, Yuan Dong, Zhijian Song, Manning Wang
2D-3D Point Set Registration Based on Global Rotation Search. IEEE Trans. Image Process. 28 (5) (2019)
Xueli Liu, Manning Wang, Zhijian Song
Multi-Modal Image Registration Based on Multi-Feature Mutual Information. J. Medical Imaging Health Informatics 9 (1) (2019)
Yuan Dong, Chenxi Zhang, Dafeng Ji, Manning Wang, Zhijian Song
Regional-surface-based registration for image-guided neurosurgery: effects of scan modes on registration accuracy. Int. J. Comput. Assist. Radiol. Surg. 14 (8) (2019)
Yueyue Wang, Liang Zhao, Zhijian Song, Manning Wang
Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net. CoRR (2018)
Yinlong Liu, Chen Wang, Zhijian Song, Manning Wang
Efficient Global Point Cloud Registration by Matching Rotation Invariant Features Through Translation Search. ECCV (12) (2018)
Xuechen Li, Yinlong Liu, Yiru Wang, Chen Wang, Manning Wang, Zhijian Song
Fast and Globally Optimal Rigid Registration of 3D Point Sets by Transformation Decomposition. CoRR (2018)
Yiru Wang, Yinlong Liu, Zhijian Song, Manning Wang
4 Collinear Points: Robust Point Set Registration Using Cross Ratio Invariance. CCCV (3) (2017)
Dongsheng Jiang, Yonghong Shi, Demin Yao, Yifeng Fan, Manning Wang, Zhijian Song
Multimodal image registration based on binary gradient angle descriptor. Int. J. Comput. Assist. Radiol. Surg. 12 (12) (2017)
Dongsheng Jiang, Yonghong Shi, Demin Yao, Manning Wang, Zhijian Song
miLBP: a robust and fast modality-independent 3D LBP for multimodal deformable registration. Int. J. Comput. Assist. Radiol. Surg. 11 (6) (2016)
Ping Li, Weiwei Wang, Zhijian Song, Yong An, Chenxi Zhang
A framework for correcting brain retraction based on an eXtended Finite Element Method using a laser range scanner. Int. J. Comput. Assist. Radiol. Surg. 9 (4) (2014)
Yonghong Shi, Guorong Wu, Zhijian Song, Dinggang Shen
Dense Deformation Reconstruction via Sparse Coding. MLMI (2012)
Chenxi Zhang, Manning Wang, Zhijian Song
A Brain-Deformation Framework Based on a Linear Elastic Model and Evaluation Using Clinical Data. IEEE Trans. Biomed. Eng. 58 (1) (2011)
Xu-Feng Yao, Zhijian Song
Deformable Registration for Geometric Distortion Correction of Diffusion Tensor Imaging. CAIP (1) (2011)
Manning Wang, Zhijian Song
Automatic localization of the center of fiducial markers in 3D CT/MRI images for image-guided neurosurgery. Pattern Recognit. Lett. 30 (4) (2009)
Yi Zhang, Manning Wang, Zhijian Song
Multi-step 3D/2D Image Registration for Image-guided Spinal Surgery. BMEI (2) (2008)
Manning Wang, Zhijian Song
Automatic Detection of Fiducial Marker Center Based on Shape Index and Curvedness. MIAR (2008)
Wen Qi, Zhijian Song, Guoqiang Wu
Volume Rendering on the Internet. 3DPVT (2002)