Technical Program

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MQ.L4: Acceleration Approaches for Big Data Analysis

Session Type: Lecture
Time: Monday, October 8, 16:20 - 18:20
Location: MC 3.2
Session Chairs: Alexandros Iosifidis, Aarhus University, Serkan Kiranyaz, Qatar University and Moncef Gabbouj, Tampere University of Technology
 
 MQ.L4.1: SPEED-UP OF OBJECT DETECTION NEURAL NETWORK WITH GPU
         Takuya Fukagai; Fujitsu Laboratories Limited
         Kyosuke Maeda; Fujitsu Software Technologies Limited
         Satoshi Tanabe; Fujitsu Laboratories Limited
         Koichi Shirahata; Fujitsu Laboratories Limited
         Yasumoto Tomita; Fujitsu Laboratories Limited
         Atsushi Ike; Fujitsu Laboratories Limited
         Akira Nakagawa; Fujitsu Laboratories Limited
 
 MQ.L4.2: GPU BASED MOTION-COMPENSATED FRAME INTERPOLATION ACCELERATION FOR FUTURE VIDEO CODING
         Jianlun Tang; Cooperative Medianet Innovation Center
         Yan Huang; Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University
         Rong Xie; Cooperative Medianet Innovation Center
         Zhengyi Luo; Shanghai University of Electric Power
         Li Song; Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University and Cooperative Medianet Innovation Center
 
 MQ.L4.3: ACCELERATION APPROACHES FOR BIG DATA ANALYSIS
         Anton Muravev; Tampere University of Technology
         Dat Thanh Tran; Tampere University of Technology
         Alexandros Iosifidis; Aarhus University
         Serkan Kiranyaz; Qatar University
         Moncef Gabbouj; Tampere University of Technology
 
 MQ.L4.4: DETECTING SMALL OBJECTS IN HIGH RESOLUTION IMAGES WITH INTEGRAL FISHER SCORE
         Roberto Leyva; University of Warwick
         Victor Sanchez; University of Warwick
         Chang-Tsun Li; Charles Sturt University
 
 MQ.L4.5: CONVOLUTIONAL NEURAL NETWORKS FOR VISUAL INFORMATION ANALYSIS WITH LIMITED COMPUTING RESOURCES
         Paraskevi Nousi; Aristotle University of Thessaloniki
         Emmanouil Patsiouras; Aristotle University of Thessaloniki
         Anastasios Tefas; Aristotle University of Thessaloniki
         Ioannis Pitas; Aristotle University of Thessaloniki
 
 MQ.L4.6: ACCELERATING PROPOSAL GENERATION NETWORK FOR FAST FACE DETECTION ON MOBILE DEVICES
         Heming Zhang; University of Southern California
         Xiaolong Wang; Samsung Research America
         Jingwen Zhu; Samsung Research America
         C.-C. Jay Kuo; University of Southern California