Responsibilities
- Deep Learning Network Training and Deployment to wide range of CV application
- Image Enhancement
Ghost removal / De-blurring / Contrast Enhancement
Color Image ProcessingDenoising / Image Domain Transformation / Smoothing & Sharpening
SegmentationSemantic Segmentation / Instance Segmentation
Various Region Detection on ImagesSaliency / Anomaly
Shape matching / Blob from multi-modal data / Model Fitting
ClassificationSmall Data driven / Big Data driven
3D / Depth image processing developmentTransformations / Denoising(Artifact, …) / Reconstruction / Ensemble
Stereo VisionCamera Calibration / Depth Estimation
Requirements
1. Education and Experience
Master’s degree in Computer Science or Electrical Engineering + 3 or more years of relevant experiencePreferred #1 : Master's degree in Computer Science or Electrical Engineering plus 5 or more years of relevant experiencePreferred #2 : Doctorate in Computer Science or Electrical Engineering plus 3 or more years of relevant experience2. Technical Requirements (At least, one of the below is required.)
Experience to Research and Develop to Classical Computer Vision AlgorithmExperience to Research and Develop Machine LearningExperience to C++ implementation of Computer Vision3. Skills to programming language (At least, one of the below is required.)
C++ / Python / CUDAThe given salary range is 120-180k.