THP1.PH: Machine Learning |
| Session Type: Poster |
| Time: Thursday, July 26, 10:10 - 11:10 |
| Location: Poster Area H |
| Session Chairs: Valero Laparra, Universitat de València and Adrian Perez-Suay, Universitat de València |
| THP1.PH.1: INVERSION OF DEEP NETWORKS FOR MODELLING VARIATIONS IN SPATIAL DISTRIBUTIONS OF LAND COVER CLASSES ACROSS SCALES |
| Arun P. V.; Indian Institute of Technology Bombay |
| Krishna Mohan Buddhiraju; Indian Institute of Technology Bombay |
| Alok Porwal; Indian Institute of Technology Bombay |
| THP1.PH.2: A MACHINE LEARNING EVALUATION OF AERIAL LIDAR FOR CLASSIFICATION OF TERRESTRIAL AND URBAN STRUCTURES |
| Kaleb E. Smith; Florida Institute of Technology |
| Benjamin Drebing; Hamilton College |
| Michael Sokolich; College of Wooster |
| Chelsea Bulthuis; Boise Sate University |
| Joshua Nuez; Whitworth College |
| THP1.PH.3: CLASSIFYING HIGH RESOLUTION REMOTE SENSING IMAGES BY FINE-TUNED VGG DEEP NETWORKS |
| Xuan Liu; Fudan University |
| Mingmin Chi; Fudan University |
| Yunfeng Zhang; Fudan University |
| Yiqing Qin; Fudan University |
| THP1.PH.4: ACCELERATING THE TRAINING PROCESS OF CONVOLUTIONAL NEURAL NETWORKS FOR CLASSIFICATION BY DROPPING TRAINING SAMPLES OUT |
| Naisen Yang; Beijing Normal University |
| Hong Tang; Beijing Normal University |
| Jianwei Yue; Beijing Normal University |
| Xin Yang; Beijing Normal University |
| Zhihua Xu; China University of Mining and Technology, Beijing |
| THP1.PH.6: WIDE CONTEXTUAL RESIDUAL NETWORK WITH ACTIVE LEARNING FOR REMOTE SENSING IMAGE CLASSIFICATION |
| Shengjie Liu; Sun Yat-sen University |
| Haowen Luo; Sun Yat-sen University |
| Ying Tu; Sun Yat-sen University |
| Zhi He; Sun Yat-sen University |
| Jun Li; Sun Yat-sen University |
| THP1.PH.7: SYNTACTIC PATTERN RECOGNITION FOR WAVELET CLUSTERING IN SEISMOGRAM |
| Kou-Yuan Huang; National Chiao Tung University |
| Dar-Ren Leu; University of Houston |
| THP1.PH.8: AN APPROACH FOR ROAD MATERIAL IDENTIFICATION BY DUAL-STAGE CONVOLUTIONAL NETWORKS |
| Wei Xia; Transport Telecommunications & Information Center |
| Zhao Chen; Donghua University |
| Yuze Zhang; Transport Telecommunications & Information Center |
| Jian Liu; Transport Telecommunications & Information Center |
