2021 IEEE International Conference on Image Processing
19-22 September 2021 • Anchorage, Alaska, USA
Imaging Without Borders
All times are in Alaska local time (AKDT/UTC−08:00)
BIO-2: Biomedical Signal Processing 2 |
| Interactive Q&A Time: Tuesday, September 21, 08:00 - 09:30 |
| Session Chair: Attilio Fiandrotti, Università di Torino |
| BIO-2.1: CONSISTENT POSTERIOR DISTRIBUTIONS UNDER VESSEL-MIXING: A REGULARIZATION FOR CROSS-DOMAIN RETINAL ARTERY/VEIN CLASSIFICATION |
| Chenxin Li; Xiamen University |
| Yunlong Zhang; Xiamen University |
| Zhehan Liang; Xiamen University |
| Wenao Ma; Xiamen University |
| Yue Huang; Xiamen University |
| Xinghao Ding; Xiamen University |
| BIO-2.2: EVALUATING SELF-SUPERVISED LEARNING METHODS FOR DOWNSTREAM CLASSIFICATION OF NEOPLASIA IN BARRETT'S ESOPHAGUS |
| Stefan Cornelissen; Eindhoven University of Technology |
| Joost van der Putten; Eindhoven University of Technology |
| Tim Boers; Eindhoven University of Technology |
| Jelmer Jukema; Amsterdam University Medical Centers |
| Kiki Fockens; Amsterdam University Medical Centers |
| Jacques Bergman; Amsterdam University Medical Centers |
| Fons van der Sommen; Eindhoven University of Technology |
| Peter de With; Eindhoven University of Technology |
| BIO-2.3: WEAKLY-SUPERVISED AUTOMATIC BIOMARKERS DETECTION AND CLASSIFICATION OF RETINAL OPTICAL COHERENCE TOMOGRAPHY IMAGES |
| Xiaoming Liu; Wuhan University of Science and Technology |
| Zhipeng Liu; Wuhan University of Science and Technology |
| Ying Zhang; Wuhan Aier Eye Hospital |
| Man Wang; Wuhan Aier Eye Hospital |
| Bo Li; Wuhan University of Science and Technology |
| Jinshan Tang; George Mason University |
| BIO-2.4: UNITOPATHO, A LABELED HISTOPATHOLOGICAL DATASET FOR COLORECTAL POLYPS CLASSIFICATION AND ADENOMA DYSPLASIA GRADING |
| Carlo Alberto Barbano; University of Turin |
| Daniele Perlo; University of Turin |
| Enzo Tartaglione; University of Turin |
| Attilio Fiandrotti; University of Turin |
| Luca Bertero; University of Turin |
| Paola Cassoni; University of Turin |
| Marco Grangetto; University of Turin |
| BIO-2.5: FREQUENCY FILTERING FOR DATA AUGMENTATION IN X-RAY IMAGE CLASSIFICATION |
| Ju-Hyeon Nam; Inha University |
| Sang-Chul Lee; Inha University |
| BIO-2.6: GSLD: A GLOBAL SCANNER WITH LOCAL DISCRIMINATOR NETWORK FOR FAST DETECTION OF SPARSE PLASMA CELL IN IMMUNOHISTOCHEMISTRY |
| Qi Zhang; School of Artificial Intelligence, Beijing University of Posts and Telecommunications; Beijing Key Laboratory of Network System and Network Culture |
| Zhu Meng; School of Artificial Intelligence, Beijing University of Posts and Telecommunications; Beijing Key Laboratory of Network System and Network Culture |
| Zhicheng Zhao; School of Artificial Intelligence, Beijing University of Posts and Telecommunications; Beijing Key Laboratory of Network System and Network Culture |
| Fei Su; School of Artificial Intelligence, Beijing University of Posts and Telecommunications; Beijing Key Laboratory of Network System and Network Culture |
| BIO-2.7: CCF-NET: COMPOSITE CONTEXT FUSION NETWORK WITH INTER-SLICE CORRELATIVE FUSION FOR MULTI-DISEASE LESION DETECTION |
| Zihao Li; School of Artificial Intelligence, University of Chinese Academy of Sciences |
| Jiechao Ma; Deepwise AI Lab |
| Shu Zhang; Deepwise AI Lab |
| Yemin Shi; Deepwise AI Lab |
| Junge Zhang; Institute of Automation, Chinese Academy of Sciences |
| Kaiqi Huang; Institute of Automation, Chinese Academy of Sciences |
| Yizhou Yu; Deepwise AI Lab |
| BIO-2.8: INTERPRETATION OF LESIONAL DETECTION VIA COUNTERFACTUAL GENERATION |
| Junho Kim; Korea Advanced Institute of Science and Technology |
| Minsu Kim; Korea Advanced Institute of Science and Technology |
| Yong Man Ro; Korea Advanced Institute of Science and Technology |
| BIO-2.9: NUCLEAR DENSITY DISTRIBUTION FEATURE FOR IMPROVING CERVICAL HISTOPATHOLOGICAL IMAGES RECOGNITION |
| Zhuangzhuang Wang; Chongqing University |
| Mengning Yang; Chongqing University |
| Yangfan Lyu; Second Affiliated Hospital, Army Medical University |
| Kairun Chen; Chongqing University |
| Qicheng Tang; Chongqing University |
| BIO-2.10: ROBUST AND INTERPRETABLE CONVOLUTIONAL NEURAL NETWORKS TO DETECT GLAUCOMA IN OPTICAL COHERENCE TOMOGRAPHY IMAGES |
| Kaveri Thakoor; Columbia University |
| Sharath Koorathota; Columbia University |
| Donald Hood; Columbia University |
| Paul Sajda; Columbia University |
| BIO-2.11: UNSUPERVISED DOMAIN ALIGNMENT BASED OPEN SET STRUCTURAL RECOGNITION OF MACROMOLECULES CAPTURED BY CRYO-ELECTRON TOMOGRAPHY |
| Yuchen Zeng; Carnegie Mellon University |
| Gregory Howe; Carnegie Mellon University |
| Kai Yi; King Abdullah University of Science and Technology |
| Xiangrui Zeng; Carnegie Mellon University |
| Jing Zhang; University of California, Irvine |
| Yi-Wei Chang; University of Pennsylvania |
| Min Xu; Carnegie Mellon University |
| BIO-2.12: GRAPH-IN-GRAPH CONVOLUTIONAL NETWORKS FOR BRAIN DISEASE DIAGNOSIS |
| Haiyu Zhou; Nanjing University of Aeronautics and Astronautics |
| Daoqiang Zhang; Nanjing University of Aeronautics and Astronautics |