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