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2020 – today
- 2024
[j34]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: 106493 (2024)- [j33]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: 121363 (2024) - [j32]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: 103201 (2024) - [j31]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): 6741-6755 (2024) - [j30]Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Qinhao Guo, Manning Wang, Zhijian Song:
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier Is All You Need. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9732-9744 (2024) - [j29]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): 964-975 (2024) - [c18]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. CVPR 2024: 3606-3615 - [i24]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 abs/2401.15613 (2024) - [i23]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 abs/2402.18467 (2024) - [i22]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 abs/2404.08195 (2024) - [i21]Xiaoyu Liu, Linhao Qu, Ziyue Xie, Yonghong Shi, Zhijian Song:
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation. CoRR abs/2407.12611 (2024) - 2023
- [j28]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: 106805 (2023) - [j27]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: 119909 (2023) - [j26]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): 176708 (2023) - [j25]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: 389-403 (2023) - [j24]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): 3919-3931 (2023) - [c17]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: 21406-21416 - [c16]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: 3-13 - [c15]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 - [i20]Shiman Li, Haoran Wang, Yucong Meng, Chenxi Zhang, Zhijian Song:
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation. CoRR abs/2302.03296 (2023) - [i19]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 abs/2303.00232 (2023) - [i18]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 abs/2304.04238 (2023) - [i17]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 abs/2305.17891 (2023) - [i16]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 abs/2307.02249 (2023) - [i15]Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song:
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. CoRR abs/2307.05254 (2023) - [i14]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 abs/2310.11173 (2023) - [i13]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 abs/2310.14230 (2023) - 2022
- [j23]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): 933-946 (2022) - [j22]Qiuye Jin, Mingzhi Yuan, Shiman Li, Haoran Wang, Manning Wang, Zhijian Song:
Cold-start active learning for image classification. Inf. Sci. 616: 16-36 (2022) - [j21]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: 108278 (2022) - [j20]Qiuye Jin, Mingzhi Yuan, Haoran Wang, Manning Wang, Zhijian Song:
Deep active learning models for imbalanced image classification. Knowl. Based Syst. 257: 109817 (2022) - [j19]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): 15689-15704 (2022) - [j18]Shaolei Liu, Kexue Fu, Manning Wang, Zhijian Song:
Group-in-Group Relation-Based Transformer for 3D Point Cloud Learning. Remote. Sens. 14(7): 1563 (2022) - [j17]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): 2726-2736 (2022) - [c14]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: 2126-2134 - [c13]Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song:
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. MICCAI (2) 2022: 24-34 - [c12]Shiman Li, Siqi Yin, Chenxi Zhang, Manning Wang, Zhijian Song:
MTSegNet: Semi-supervised Abdominal Organ Segmentation in CT. FLARE@MICCAI 2022: 233-244 - [c11]Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song:
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. NeurIPS 2022 - [i12]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 abs/2201.07451 (2022) - [i11]Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song:
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. CoRR abs/2206.08861 (2022) - [i10]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 abs/2208.08789 (2022) - [i9]Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song:
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. CoRR abs/2210.03664 (2022) - [i8]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 abs/2212.12204 (2022) - 2021
- [j16]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: 107897 (2021) - [c10]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: 149-162 - [c9]Shaolei Liu, Manning Wang, Zhijian Song:
WaveFuse: A Unified Unsupervised Framework for Image Fusion with Discrete Wavelet Transform. ICONIP (4) 2021: 162-174 - [c8]Mingyan Qiu, Chenxi Zhang, Zhijian Song:
A Hybrid Attention Ensemble Framework for Zonal Prostate Segmentation. MICCAI (1) 2021: 536-547 - [i7]Xiaoyuan Luo, Shaolei Liu, Kexue Fu, Manning Wang, Zhijian Song:
A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds. CoRR abs/2104.05164 (2021) - [i6]Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song:
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning. CoRR abs/2112.01030 (2021) - 2020
- [j15]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): 2784-2794 (2020) - [j14]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: 115834 (2020) - [i5]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 abs/2001.00170 (2020) - [i4]Shaolei Liu, Zhijian Song, Manning Wang:
WaveFuse: A Unified Deep Framework for Image Fusion with Wavelet Transform. CoRR abs/2007.14110 (2020)
2010 – 2019
- 2019
- [j13]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: 133111-133121 (2019) - [j12]Xuechen Li, Yinlong Liu, Manning Wang, Zhijian Song:
GO-APSR: A Globally Optimal Affine Point Set Registration Method. IEEE Access 7: 137232-137240 (2019) - [j11]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: 144591-144602 (2019) - [j10]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): 1303-1315 (2019) - [j9]Xueli Liu, Manning Wang, Zhijian Song:
Multi-Modal Image Registration Based on Multi-Feature Mutual Information. J. Medical Imaging Health Informatics 9(1): 153-158 (2019) - [j8]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): 1037-1048 (2019) - [j7]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): 3007 (2019) - [j6]Yinlong Liu, Yuan Dong, Zhijian Song, Manning Wang:
2D-3D Point Set Registration Based on Global Rotation Search. IEEE Trans. Image Process. 28(5): 2599-2613 (2019) - [i3]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 abs/1903.10175 (2019) - 2018
- [c7]Yinlong Liu, Chen Wang, Zhijian Song, Manning Wang:
Efficient Global Point Cloud Registration by Matching Rotation Invariant Features Through Translation Search. ECCV (12) 2018: 460-474 - [i2]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 abs/1809.00960 (2018) - [i1]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 abs/1812.11307 (2018) - 2017
- [j5]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): 2157-2167 (2017) - [c6]Yiru Wang, Yinlong Liu, Zhijian Song, Manning Wang:
4 Collinear Points: Robust Point Set Registration Using Cross Ratio Invariance. CCCV (3) 2017: 540-550 - 2016
- [j4]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): 997-1005 (2016) - 2014
- [j3]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): 669-681 (2014) - 2012
- [c5]Yonghong Shi, Guorong Wu, Zhijian Song, Dinggang Shen:
Dense Deformation Reconstruction via Sparse Coding. MLMI 2012: 36-44 - 2011
- [j2]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): 191-199 (2011) - [c4]Xu-Feng Yao, Zhijian Song:
Deformable Registration for Geometric Distortion Correction of Diffusion Tensor Imaging. CAIP (1) 2011: 545-553
2000 – 2009
- 2009
- [j1]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): 414-420 (2009) - 2008
- [c3]Yi Zhang, Manning Wang, Zhijian Song:
Multi-step 3D/2D Image Registration for Image-guided Spinal Surgery. BMEI (2) 2008: 188-192 - [c2]Manning Wang, Zhijian Song:
Automatic Detection of Fiducial Marker Center Based on Shape Index and Curvedness. MIAR 2008: 81-88 - 2002
- [c1]Wen Qi, Zhijian Song, Guoqiang Wu:
Volume Rendering on the Internet. 3DPVT 2002: 70-74
Coauthor Index
[j34] [j33] [j32] [j31] [j30] [j29] [i24] [j28] [j27] [j26] [j25] [j24] [c17] [c16] [c15] [i18] [i17] [i16] [i15] [i14] [i13] [j23] [j22] [j20] [j19] [j18] [c14] [c13] [c12] [c11] [i12] [i11] [i10] [i9] [j16] [c10] [c9] [i7] [i6] [j14] [i4] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [i3] [c7] [i2] [i1] [j5] [c6] [j4] [j2] [j1] [c3] [c2]
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