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Image Signal Processing Algorithm Engineer

PERSOL SINGAPORE PTE. LTD.
Singapore · 10294 km · vor 0 Tagen
FreelanceVor OrtS$7’000–12’000/Mt.
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Gefragte Skills

Sensor FusionASIC (Application Specific Integrated Circuit)DesignAcademiaComputer VisionDeep FoundationsC/C++Video Processing
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Stellenbeschreibung

Key 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.

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PERSOL Singapore Pte Ltd

•RCB No. 200007268E • EA License No. 01C4394

•Registration ID: Heah Sian Wei R23117518

Quelle: mycareersfuture.gov.sg. Für die Inhalte der Inserate übernehmen wir keine Haftung.

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