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