HSS-01: Imaging Hardware and Software |
Interactive Q&A Time: Wednesday, 28 October, 12:30 - 12:55 |
Virtual Session: View on Virtual Platform |
Session Chair: Nicolas Gac, Université Paris Saclay |
HSS-01.1: AN EFFICIENCY-DRIVEN APPROACH FOR REAL-TIME OPTICAL FLOW PROCESSING ON PARALLEL HARDWARE |
Mickaël Seznec; Laboratoire des Signaux et Systèmes, Thales Research and Technology |
Nicolas Gac; Laboratoire des Signaux et Systèmes |
François Orieux; Laboratoire des Signaux et Systèmes |
Alvin Sashala Naik; Thales Research and Technology |
HSS-01.2: LIGHTWEIGHT NEURAL NETWORKS FROM PCA & LDA BASED DISTILLED DENSE NEURAL NETWORKS |
Mohamed El Amine Seddik; CEA |
Hassane Essafi; CEA |
Abdallah Benzine; CEA |
Mohamed Tamaazousti; CEA |
HSS-01.3: DESIGN AND FPGA IMPLEMENTATION OF AN ADAPTIVE VIDEO SUBSAMPLING ALGORITHM FOR ENERGY-EFFICIENT SINGLE OBJECT TRACKING |
Odrika Iqbal; Arizona State University |
Saquib Siddiqui; Arizona State University |
Joshua Martin; Arizona State University |
Sameeksha Katoch; Arizona State University |
Andreas Spanias; Arizona State University |
Daniel Bliss; Arizona State University |
Suren Jayasuriya; Arizona State University |
HSS-01.4: REINFORCEMENT LEARNING-BASED LAYER-WISE QUANTIZATION FOR LIGHTWEIGHT DEEP NEURAL NETWORKS |
Juri Jung; Korea Advanced Institute of Science and Technology (KAIST) |
Jonghee Kim; Korea Advanced Institute of Science and Technology (KAIST) |
Youngeun Kim; Korea Advanced Institute of Science and Technology (KAIST) |
Changick Kim; Korea Advanced Institute of Science and Technology (KAIST) |
HSS-01.5: AN EFFICIENT ACCELERATOR DESIGN METHODOLOGY FOR DEFORMABLE CONVOLUTIONAL NETWORKS |
Saehyun Ahn; Sogang University |
Jung-Woo Chang; Sogang University |
Suk-Ju Kang; Sogang University |
HSS-01.6: PIECEWISE POLYNOMIAL APPROXIMATION METHOD FOR CONVOLUTION WITH LARGE KERNEL |
Nana Arizumi; DENSO CORPORATION |
HSS-01.7: ON-DEVICE EVENT FILTERING WITH BINARY NEURAL NETWORKS FOR PEDESTRIAN DETECTION USING NEUROMORPHIC VISION SENSORS |
Fernando Cladera Ojeda; Samsung |
Anthony Bisulco; Samsung |
Daniel Kepple; Samsung |
Volkan Isler; Samsung |
Daniel D. Lee; Samsung |
HSS-01.8: ZOOM IN TO THE DETAILS OF HUMAN-CENTRIC VIDEOS |
Guanghan Li; Tsinghua University |
Yaping Zhao; Tsinghua University |
Mengqi Ji; Tsinghua University |
Xiaoyun Yuan; Hong Kong University of Science and Technology, Tsinghua university |
Lu Fang; Tsinghua University |