Click on the icon to view the manuscript on IEEE XPlore in the IEEE ICIP 2016 Open Preview.
WA.P6: Deep Learning for Detection and Classification II |
| Session Type: Poster |
| Time: Wednesday, September 28, 10:30 - 11:50 |
| Location: Room 301 CD: Poster Area 6 |
| Session Chair: Ray Ptucha, Rochester Institute of Technology |
| WA.P6.1: JOINT VISUAL DENOISING AND CLASSIFICATION USING DEEP LEARNING |
| Gang Chen; SUNY at Buffalo |
| Yawei Li; University of Electronic Science and Technology of China |
| Sargur Srihari; SUNY at Buffalo |
| WA.P6.2: MAX-MIN CONVOLUTIONAL NEURAL NETWORKS FOR IMAGE CLASSIFICATION |
| Michael Blot; University Pierre and Marie Curie |
| Matthieu Cord; Université Pierre et Marie Curie |
| Nicolas Thome; Université Pierre et Marie Curie |
| WA.P6.3: FINE-TO-COARSE KNOWLEDGE TRANSFER FOR LOW-RES IMAGE CLASSIFICATION |
| Xingchao Peng; Umass Lowell |
| Judy Hoffman; University of California, Berkeley |
| Stella X. Yu; International Computer Science Institute |
| Kate Saenko; Umass Lowell |
| WA.P6.4: ADAPTIVE DATA AUGMENTATION FOR IMAGE CLASSIFICATION |
| Alhussein Fawzi; Ecole Polytechnique Fédérale de Lausanne |
| Horst Samulowitz; IBM Thomas J. Watson Research Center |
| Deepak Turaga; IBM Thomas J. Watson Research Center |
| Pascal Frossard; Ecole Polytechnique Fédérale de Lausanne |
| WA.P6.5: FINE TUNING CNNS WITH SCARCE TRAINING DATA - ADAPTING IMAGENET TO ART EPOCH CLASSIFICATION |
| Christian Hentschel; Hasso Plattner Institute for Software Systems Engineering |
| Timur Pratama Wiradarma; Hasso Plattner Institute for Software Systems Engineering |
| Harald Sack; Hasso Plattner Institute for Software Systems Engineering |
| WA.P6.6: PRE-TRAINING CONVOLUTIONAL NEURAL NETWORKS: IS FINE-TUNE ALWAYS PREQUISITE? |
| Wenlei Wu; Xiamen University |
| Ruiwen Wu; Xiamen University |
| Xinghao Ding; Xiamen University |
| Yue Huang; Xiamen University |
| WA.P6.7: CECI N'EST PAS UNE PIPE: A DEEP CONVOLUTIONAL NETWORK FOR FINE-ART PAINTINGS CLASSIFICATION |
| Wei Ren Tan; Shinshu University |
| Chee Seng Chan; University of Malaya |
| Hernán E. Aguirre; Shinshu University |
| Kiyoshi Tanaka; Shinshu University |
| WA.P6.8: ROAD CRACK DETECTION USING DEEP CONVOLUTIONAL NEURAL NETWORK |
| Lei Zhang; Temple University |
| Fan Yang; Temple University |
| Yimin Daniel Zhang; Temple University |
| Ying Julie Zhu; Temple University |
| WA.P6.9: PLANKTON CLASSIFICATION ON IMBALANCED LARGE SCALE DATABASE VIA CONVOLUTIONAL NEURAL NETWORKS WITH TRANSFER LEARNING |
| Hansang Lee; Korea Advanced Institute of Science and Technology |
| Minseok Park; Korea Advanced Institute of Science and Technology |
| Junmo Kim; Korea Advanced Institute of Science and Technology |
| WA.P6.10: FINE-GRAINED MAIZE CULTIVAR IDENTIFICATION USING FILTER-SPECIFIC CONVOLUTIONAL ACTIVATIONS |
| Hao Lu; Huazhong University of Science and Technology |
| Zhiguo Cao; Huazhong University of Science and Technology |
| Yang Xiao; Huazhong University of Science and Technology |
| Zhiwen Fang; Huazhong University of Science and Technology |
| Yanjun Zhu; Huazhong University of Science and Technology |