ARS-02: Biomedical and Biological Image Analysis |
| Interactive Q&A Time: Monday, 26 October, 10:00 - 10:55 |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Serkan Kiranyaz, Qatar University and Alin Achim, University of Bristol |
| ARS-02.1: SEMI-SUPERVISED MULTIMODALITY LEARNING WITH GRAPH CONVOLUTIONAL NEURAL NETWORKS FOR DISEASE DIAGNOSIS |
| Yongxiang Huang; Hong Kong University of Science and Technology |
| Albert C. S. Chung; Hong Kong University of Science and Technology |
| ARS-02.2: POLLEN13K: A LARGE SCALE MICROSCOPE POLLEN GRAIN IMAGE DATASET |
| Sebastiano Battiato; University of Catania |
| Alessandro Ortis; University of Catania |
| Francesca Trenta; University of Catania |
| Lorenzo Ascari; University of Turin |
| Mara Politi; University of Turin |
| Consolata Siniscalco; University of Turin |
| ARS-02.3: NDDR-LCS: A MULTI-TASK LEARNING METHOD FOR CLASSIFICATION OF CAROTID PLAQUES |
| Huayu Shen; Shanghai University |
| Wu Zhang; Shanghai University |
| Haiya Wang; Renji Hospital, Shanghai Jiao Tong University Medical School |
| Guangtai Ding; Shanghai University |
| Jiang Xie; Shanghai University |
| ARS-02.4: MULTIMODAL IMAGE-TO-IMAGE TRANSLATION FOR GENERATION OF GASTRITIS IMAGES |
| Ren Togo; Hokkaido University |
| Takahiro Ogawa; Hokkaido University |
| Miki Haseyama; Hokkaido University |
| ARS-02.5: FAST TUMOR DETECTOR IN WHOLE-SLIDE IMAGE WITH DYNAMIC PROGRAMING BASED MONTE CARLO SAMPLING |
| Jing Ke; Shanghai Jiao Tong University |
| Yiqing Shen; Shanghai Jiao Tong University |
| Yi Guo; Western Sydney University |
| Xiaoyao Liang; Shanghai Jiao Tong University |
| ARS-02.6: IMPROVING ROBUSTNESS USING JOINT ATTENTION NETWORK FOR DETECTING RETINAL DEGENERATION FROM OPTICAL COHERENCE TOMOGRAPHY IMAGES |
| Sharif Amit Kamran; University of Nevada, Reno |
| Alireza Tavakkoli; University of Nevada, Reno |
| Stewart Lee Zuckerbrod; Houston Eye Associates |
| ARS-02.7: MULTI-SCALE FEATURE PYRAMIDS FOR WEAKLY SUPERVISED THORACIC DISEASE LOCALIZATION |
| Yang Ma; Sun Yat-Sen University |
| Andy J Ma; Sun Yat-Sen University |
| Youngsun Pan; Sun Yat-Sen University |
| Xi Chen; Sun Yat-Sen University |
| ARS-02.8: AN ENHANCED DEEP LEARNING ARCHITECTURE FOR CLASSIFICATION OF TUBERCULOSIS TYPES FROM CT LUNG IMAGES |
| Xiaohong Gao; Middlesex University |
| Richard Comley; Middlesex University |
| Maleika Heenaye-Mamode Khan; University of Mauritius |
| ARS-02.9: MODELING SHAPE DYNAMICS DURING CELL MOTILITY IN MICROSCOPY VIDEOS |
| Ximu Deng; Florida State University |
| Rituparna Sarkar; Institut Pasteur |
| Elisabeth Labruyere; Institut Pasteur |
| Jean-Christophe Olivo-Marin; Institut Pasteur |
| Anuj Srivastava; Florida State University |
| ARS-02.10: SEA-NET: SQUEEZE-AND-EXCITATION ATTENTION NET FOR DIABETIC RETINOPATHY GRADING |
| Ziyuan Zhao; Institute for Infocomm Research, Agency for Science, Technology and Research |
| Kartik Chopra; Institute of Systems Science, National University of Singapore |
| Zeng Zeng; Institute for Infocomm Research, Agency for Science, Technology and Research |
| Xiaoli Li; Institute for Infocomm Research, Agency for Science, Technology and Research |
| ARS-02.11: GLEASON GRADING OF HISTOLOGY PROSTATE IMAGES THROUGH SEMANTIC SEGMENTATION VIA RESIDUAL U-NET |
| Amartya Kalapahar; Polytechnic University of Valencia |
| Julio Silva-Rodríguez; Polytechnic University of Valencia |
| Adrián Colomer; Polytechnic University of Valencia |
| Fernando López-Mir; Polytechnic University of Valencia |
| Valery Naranjo; Polytechnic University of Valencia |
| ARS-02.12: QUANTIFYING ACTIN FILAMENTS IN MICROSCOPIC IMAGES USING KEYPOINT DETECTION TECHNIQUES AND A FAST MARCHING ALGORITHM |
| Yi Liu; University of Delaware |
| Alexander Nedo; University of Delaware |
| Kody Seward; University of Delaware |
| Jeffrey Caplan; University of Delaware |
| Chandra Kambhamettu; University of Delaware |
| ARS-02.13: AUTOMATIC MEASUREMENT OF FETAL CAVUM SEPTUM PELLUCIDUM FROM ULTRASOUND IMAGES USING DEEP ATTENTION NETWORK |
| Yuzhou Wu; Central South University |
| Kuifang Shen; Xiangya Hospital |
| Zhigang Chen; Central South University |
| Jia Wu; Central South University |
| ARS-02.14: RTIP: A FULLY AUTOMATED ROOT TIP TRACKER FOR MEASURING PLANT GROWTH WITH INTERMITTENT PERTURBATIONS |
| Deniz Kavzak Ufuktepe; University of Missouri Columbia |
| Kannappan Palaniappan; University of Missouri Columbia |
| Melissa Elmali; University of Massachusetts Amherst |
| Tobias I. Baskin; University of Massachusetts Amherst |
| ARS-02.15: GENERATION OF VIEWED IMAGE CAPTIONS FROM HUMAN BRAIN ACTIVITY VIA UNSUPERVISED TEXT LATENT SPACE |
| Saya Takada; Hokkaido University |
| Ren Togo; Hokkaido University |
| Takahiro Ogawa; Hokkaido University |
| Miki Haseyama; Hokkaido University |
| ARS-02.16: GLAUCOMA DETECTION FROM RAW CIRCUMPAPILLARY OCT IMAGES USING FULLY CONVOLUTIONAL NEURAL NETWORKS |
| Gabriel García; Universitat Politècnica de València (UPV) |
| Rocío del Amor; Universitat Politècnica de València (UPV) |
| Adrián Colomer; Universitat Politècnica de València (UPV) |
| Valery Naranjo; Universitat Politècnica de València (UPV) |