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)
IMT-1: Computational Imaging Learning-based Models |
| Interactive Q&A Time: Tuesday, September 21, 08:00 - 09:30 |
| Session Chair: Anastasios Tefas, Aristotle University of Thessaloniki |
| IMT-1.1: SEMANTIC-BASED SENTENCE RECOGNITION IN IMAGES USING BIMODAL DEEP LEARNING |
| Yi Zheng; Boston University |
| Qitong Wang; Virginia Tech |
| Margrit Betke; Boston University |
| IMT-1.2: SHALLOW MULTI-SCALE NETWORK FOR STYLIZED SUPER-RESOLUTION |
| Thibault Durand; Normandie University |
| Julien Rabin; Normandie University |
| David Tschumperlé; Normandie University |
| IMT-1.3: PSEUDO-ACTIVE VISION FOR IMPROVING DEEP VISUAL PERCEPTION THROUGH NEURAL SENSORY REFINEMENT |
| Nikolaos Passalis; Aristotle University of Thessaloniki |
| Anastasios Tefas; Aristotle University of Thessaloniki |
| IMT-1.4: AUTOMATIC TRIMAP GENERATION BY A MULTIMODAL NEURAL NETWORK |
| Masaki Taniguchi; University of Tsukuba |
| Taro Tezuka; University of Tsukuba |
| IMT-1.5: MPANET: MULTI-SCALE PYRAMID AGGREGATION NETWORK FOR STEREO MATCHING |
| Ziyu Zhu; Shenzhen Graduate School of Peking University |
| Wei Guo; Shenzhen Graduate School of Peking University |
| Wei Chen; Shenzhen Graduate School of Peking University |
| Qiuping Li; Shenzhen Graduate School of Peking University |
| Yong Zhao; Shenzhen Graduate School of Peking University |
| IMT-1.6: REINFORCEDET: OBJECT DETECTION BY INTEGRATING REINFORCEMENT LEARNING WITH DECOUPLED PIPELINE |
| Man Zhou; University of Science and Technology of China |
| Liu Liu; Shanghai Jiao Tong University |
| Rujing Wang; Chinese Academy of Sciences |
| IMT-1.7: CYCLE GENERATIVE ADVERSARIAL NETWORK: TOWARDS A LOW-COST VEGETATION INDEX ESTIMATION |
| Patricia L. Suárez; Espol Polythecnic University |
| Angel D. Sappa; Espol Polythecnic University |
| Boris X. Vintimilla; Espol Polythecnic University |
| IMT-1.8: DSRN: AN EFFICIENT DEEP NETWORK FOR IMAGE RELIGHTING |
| Sourya Dipta Das; Jadavpur University |
| Nisarg Shah; Indian Institute of Technology Jodhpur |
| Saikat Dutta; Indian Institute of Technology Madras |
| Himanshu Kumar; Indian Institute of Technology Jodhpur |
| IMT-1.9: SCATTERING-BASED HYBRID NETWORKS: AN EVALUATION AND DESIGN GUIDE |
| Dmitry Minskiy; University of Surrey |
| Miroslaw Bober; University of Surrey |
| IMT-1.10: SELF ATTENTION BASED SEMANTIC SEGMENTATION ON A NATURAL DISASTER DATASET |
| Tashnim Chowdhury; University of Maryland Baltimore County |
| Maryam Rahnemoonfar; University of Maryland Baltimore County |
| IMT-1.11: PROVABLE CONVERGENCE OF PLUG-AND-PLAY PRIORS WITH MMSE DENOISERS |
| Xiaojian Xu; Washington University in St. Louis |
| Yu Sun; Washington University in St. Louis |
| Jiaming Liu; Washington University in St. Louis |
| Brendt Wohlberg; Los Alamos National Laboratory |
| Ulugbek S. Kamilov; Washington University in St. Louis |
| IMT-1.12: MOTIVATING BILEVEL APPROACHES TO FILTER LEARNING: A CASE STUDY |
| Caroline Crockett; University of Michigan |
| Jeffrey A. Fessler; University of Michigan |