Job Functions
• To research and develop scalable computer vision and machine learning solutions to a hard problem.
• To investigate and solve exciting and difficult challenges of the real-world problems in image recognition/classification, object detection/recognition, 3D scan and deep learning.
• To design, implement, and deploy full-stack computer vision and machine learning solutions.
Detailed Job Descriptions
• Image Enhancement
o Ghost removal / De-blurring / Contrast Enhancement.
• Color Image Processing
o Denoising / Image Domain Transformation / Smoothing & Sharpening.
• Segmentation
o Semantic Segmentation / Instance Segmentation.
• Various Region Detection on Images
o Saliency / Anomaly.
o Shape matching / Blob from multi-modal data / Model Fitting.
• Classification
o Small Data driven / Big Data driven.
• 3D / Depth image processing development
o Transformations / Denoising (Artifact, …) / Reconstruction / Ensemble.
• Stereo Vision
o Camera Calibration / Depth Estimation.
Position Requirements
• Education and Experience
o Required: Bachelor’s degree in Computer Science or Electrical Engineering plus 2 or more years of relevant experience.
o Preferred #1: Master's degree in Computer Science or Electrical Engineering plus 5 or more years of relevant experience.
o Preferred #2: Doctorate in Computer Science or Electrical Engineering plus 3 or more years of relevant experience.
• Technical Requirements (At least, one of the below is required)
o Experience to Research and Develop to Classical Computer Vision Algorithm.
o Experience to Research and Develop Machine Learning.
o Experience to Deploy CUDA processing.
o C++ code optimization in performance-wise to image processing.
• Skills to programming language (At least, one of the below is required.)
o C++ / Python / CUDA.
