PERSOL Singapore Pte. Ltd. is seeking experts in intelligent video processing algorithms to advance their multimedia and communication applications. The ideal candidate should possess a PhD in relevant fields and have extensive experience with deep learning, computer vision, and algorithm development
Job Summary
The role involves researching advanced intelligent video processing algorithms using state-of-the-art recognition technologies for multimedia applications.
Candidates must possess a PhD and deep expertise in computer vision, pattern recognition, and machine learning for object detection and tracking.
The position requires implementing low-level vision algorithms on embedded DSP platforms while managing CPU and memory bandwidth limitations.
Matching Summary
Match Score: 80
PERSOL Singapore Pte. Ltd. is seeking experts in intelligent video processing algorithms to advance their multimedia and communication applications. The ideal candidate should possess a PhD in relevant fields and have extensive experience with deep learning, computer vision, and algorithm development.
Skills & Requirements
Must-have
PhD in Computer Science or related field
Deep learning and CNN/Transformer expertise
C/C++ and Matlab proficiency
Embedded DSP platform implementation
OpenCV library knowledge
Model compression techniques
PyTorch and TensorFlow experience
Nice-to-have
Super resolution and HDR algorithm experience
Publications in top-tier conferences like CVPR
Experience with large CV/language models
ASIC design familiarity
Award winners in video processing competitions
Key Requirements
PhD in Computer Science, Robotics, or Electrical Engineering
Proficiency in C/C++, Matlab, and DSP filter design
Familiarity with ASIC design environment
Knowledge of compact CNN models like MobileNet and ShuffleNet