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TP.L7: Deep Learning for Detection and Classification I |
| Session Type: Lecture |
| Time: Tuesday, September 27, 14:00 - 17:10 |
| Location: Room 102 A |
| Session Chair: Sabine Susstrunk, École Polytechnique Fédérale de Lausanne (EPFL) |
| Presented 14:00 - 14:20 |
| TP.L7.1: TEXT DETECTION BASED ON CONVOLUTIONAL NEURAL NETWORKS WITH SPATIAL PYRAMID POOLING |
| Rui Zhu; Nanjing University |
| Xiao-Jiao Mao; Nanjing University |
| Qi-Hai Zhu; Nanjing University |
| Ning Li; Nanjing University |
| Yu-Bin Yang; Nanjing University |
| Presented 14:20 - 14:40 |
| TP.L7.2: ACCELERATE CONVOLUTIONAL NEURAL NETWORKS FOR BINARY CLASSIFICATION VIA CASCADING COST-SENSITIVE FEATURE |
| Junbiao Pang; Beijing University of Technology |
| Huihuang Lin; Beijing University of Technology |
| Su Li; Chinese Academy of Sciences |
| Chunjie Zhang; Chinese Academy of Sciences |
| Weigang Zhang; Harbin Institute of Technology |
| Lijuan Duan; Beijing University of Technology |
| Qingming Huang; Chinese Academy of Sciences |
| Baocai Yin; Beijing University of Technology |
| Presented 14:40 - 15:00 |
| TP.L7.3: SALIENT OBJECT DETECTION VIA FAST R-CNN AND LOW-LEVEL CUES |
| Xiang Wang; Tsinghua University |
| Huimin Ma; Tsinghua University |
| Xiaozhi Chen; Tsinghua University |
| Presented 15:00 - 15:20 |
| TP.L7.4: DEEP-CSSR: SCENE CLASSIFICATION USING CATEGORY-SPECIFIC SALIENT REGION WITH DEEP FEATURES |
| Mengshi Qi; Beihang University |
| Yunhong Wang; Beihang University |
| Break |
| Presented 15:50 - 16:10 |
| TP.L7.5: LEARNING DEEP COMPACT CHANNEL FEATURES FOR OBJECT DETECTION IN TRAFFIC SCENES |
| Yuqiang Fang; National University of Defense Technology |
| Lin Sun; Hong Kong University of Science and Technology |
| Hao Fu; National University of Defense Technology |
| Tao Wu; National University of Defense Technology |
| Ruili Wang; Massey University |
| Bin Dai; National University of Defense Technology |
| Presented 16:10 - 16:30 |
| TP.L7.6: TRANSFER LEARNING USING CONVOLUTIONAL NEURAL NETWORKS FOR OBJECT CLASSIFICATION WITHIN X-RAY BAGGAGE SECURITY IMAGERY |
| Samet Akcay; Durham University |
| Mikolaj E. Kundegorski; Durham University |
| Michael Devereux; University of Bristol |
| Toby P Breckon; Durham University |
| Presented 16:30 - 16:50 |
| TP.L7.7: ACTIVE LEARNING FOR HYPERSPECTRAL IMAGE CLASSIFICATION WITH A STACKED AUTOENCODERS BASED NEURAL NETWORK |
| Jiming Li; Zhejiang Police College |
| Presented 16:50 - 17:10 |
| TP.L7.8: OBJECT CLASSIFICATION IN INFRARED IMAGES USING DEEP REPRESENTATIONS |
| Erhan Gundogdu; ASELSAN |
| Aykut Koc; ASELSAN |
| A. Aydın Alatan; Middle East Technical University |