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 |