Intelligent Video Processing Algorithm Experts

Key Responsibilities: Participate in research of advanced intelligent video processing algorithms using state-of-the-art recognition technologies for multimedia and communication applications Research in intelligent video processing, computer vision, pattern recognition or machine learning for applications like object detection/tracking, event recognition, video analysis, etc. Perform research into leading edge and emerging video technologies, ideas, approaches and keep up to date with new video processing standards and general industry trends C-model simulation for video processing algorithm development and verification. Required Qualifications: PhD in Computer Science, Robotics, Electrical Engineering, or related field with a focus on computer graphic, computer vision or robotics perception. Insightful know-how on deep-learning, CNN/transformer, traditional machine learning and recognition technologies, such as human and object feature extractions, visual tracking, event recognition PC-based algorithmic intelligent video processing algorithm development for machine vision projects and applications. Implementation of low-level vision algorithms on embedded DSP platforms with associated CPU and memory bandwidth limitations Working knowledge of C/C++ and/or Matlab and proficiency with DSP and filter design. Familiarity with ASIC design approach and environment Familiar with OpenCV library and related algorithms Ability to express ideas and communicate effectively. Insightful understanding of compact CNN model and design, such as ShuffleNet, MobileNet, SqueezeNet, etc. Be familiar with model compression algorithms on video processing, such as knowledge distillation, parameter pruning and sharing, low-rank factorization, etc. Rich experiences in handling the deep learning development tools, such as Pytorch, TensorFlow, etc. Any of the following skills and experiences would be an added advantage: Key image processing algorithms such as super resolution/HDR/contrast enhancement for display devices. Publications on top-ranking conferences and journals in related fields, such as CVPR, ICCV, NIPS, TPAMI, etc. Top-ranking and/or award receivers in world competition in video processing field Research experience on large cv/language model Interested candidate please click "APPLY" to begin your job search journey. We regret to inform that only shortlisted candidates will be notified. By sending us your personal data and curriculum vitae (CV), you are deemed to consent to PERSOL Singapore Pte Ltd and its affiliates to collect, use and disclose your personal data for the purposes set out in the Privacy Policy available at https://www.persolsingapore.com/policies. You acknowledge that you have read, understood, and agree with the Privacy Policy. PERSOL Singapore Pte Ltd •RCB No. 200007268E • EA License No. 01C4394 •Registration ID: Heah Sian Wei R23117518