Image Signal Processing Algorithm Engineer

Responsibilities

• Participate in research of advanced image/video processing algorithms using for autonomous driving, machine vision, and professional photography products.
• Research, design, and implement advanced perception algorithms in one or more of the following areas:
• 3D vision (stereo vision, structure-from-motion, SLAM, LiDAR-camera fusion, depth estimation)
• Vision-Language Models (VLMs) / Vision-Language Alignment (VLA)
• World models for robotics and autonomous driving perception & prediction
• Collaborate with cross-functional teams in sensor fusion, planning, and control to deliver end-to-end solutions.
• Publish research findings, file patents, and keep track of cutting-edge academic and industrial progress in the field.
• Contribute to scalable deployment of algorithms on embedded platforms.
• Required Qualifications/Skills:
• PhD in Computer Science, Robotics, Electrical Engineering, or related field with a focus on computer vision, machine learning, or robotics perception.
• Basic knowledge in digital signal processing and AI based low-level computer vision approaches
• For deep learning projects, familiar with at least one deep learning framework such as tensorflow, pytorch, etc.
• Working knowledge of C/C++ and/or OpenCV.
• Familiarity with ASIC design approach and environment will be an advantage
• Research in image/video signal processing algorithms like noise removal, image enhancement, signal processing for digital cameras.
• 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
• Pruning, model optimization, and deployment of AI-based video/image processing algorithms on chipset.
• Machine vision-oriented video/image enhancement algorithm research and development
• C-model simulation for image/video signal processing algorithm development and verification.
• Ability to express ideas and communicate effectively.
• Any of the following skills and experiences would be an added advantage:
• Video algorithms for pre-processing, post-processing, video sharpening, temporal/spatial noise reduction, color consistency, etc.
• Key image processing algorithms for Camera Signal Processing cores
• Interested candidate please click "APPLY" to begin your job search journey.
• We regret to inform that only shortlisted candidates will be notified.
• PERSOL Singapore Pte Ltd
• -RCB No. 200007268E - EA License No. 01C4394
• -Registration ID: Heah Sian Wei R23117518

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