2018 IEEE International Conference on Image Processing
October 7-10, 2018 • Athens, Greece
Imaging beyond imagination
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WA.P8: Deep Learning for Detection and Classification III |
| Session Type: Poster |
| Time: Wednesday, October 10, 10:30 - 12:10 |
| Location: Poster Area 8 |
| Session Chair: Toby Breckon, Durham University |
| WA.P8.1: GABOR BINARY LAYER IN CONVOLUTIONAL NEURAL NETWORKS |
| Chenzhi Jiang; Shanghai Jiao Tong University |
| Jianbo Su; Shanghai Jiao Tong University |
| WA.P8.2: ON THE IMPACT OF VARYING REGION PROPOSAL STRATEGIES FOR RAINDROP DETECTION AND CLASSIFICATION USING CONVOLUTIONAL NEURAL NETWORKS |
| Tiancheng Guo; Durham University |
| Samet Akcay; Durham University |
| Philip Adey; Durham University |
| Toby Breckon; Durham University |
| WA.P8.3: MULTI-LABEL DEEP ACTIVE LEARNING WITH LABEL CORRELATION |
| Hiranmayi Ranganathan; Arizona State University |
| Hemanth Venkateswara; Arizona State University |
| Shayok Chakraborty; Florida State University |
| Panchanathan Sethuraman; Arizona State University |
| WA.P8.4: INCREASING TRAINING STABILITY FOR DEEP CNNS |
| Pierre Gillot; University of Bordeaux |
| Jenny Benois-Pineau; University of Bordeaux |
| Akka Zemmari; University of Bordeaux |
| Yurii Nesterov; Catholic University of Louvain |
| WA.P8.5: MAKING DEEP NEURAL NETWORK FOOLING PRACTICAL |
| Ambar Pal; IIIT Delhi |
| Chetan Arora; IIIT Delhi |
| WA.P8.6: PARTICLE POLLUTION ESTIMATION FROM IMAGES USING CONVOLUTIONAL NEURAL NETWORK AND WEATHER FEATURES |
| Qirong Bo; Northwest University |
| Wenwen Yang; Northwest University |
| Nabin Rijal; Lamar University |
| Yilin Xie; Northwest University |
| Jun Feng; Northwest University |
| Jing Zhang; Lamar University |
| WA.P8.7: GRADIENT BASED EVOLUTION TO OPTIMIZE THE STRUCTURE OF CONVOLUTIONAL NEURAL NETWORKS |
| Norbert Mitschke; Karlsruhe Institute for Technology |
| Michael Heizmann; Karlsruhe Institute for Technology |
| Klaus-Henning Noffz; Silicon Software |
| Ralf Wittmann; Silicon Software |
| WA.P8.8: RESILIENCE AND SELF-HEALING OF DEEP CONVOLUTIONAL OBJECT DETECTORS |
| Faiz Ur Rahman; Rochester Institute of Technology |
| Bhavan Kumar Vasu; Rochester Institute of Technology |
| Andreas Savakis; Rochester Institute of Technology |