Computer Vision Engineer
Duluth, GA
1.1. [머신비전 연구소] – MVGA /
Full-time(정직원) /
On-site
Computer Vision Engineer
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 reconstruction and deep learning
· To design, implement, and deploy full-stack computer vision and machine learning solutions
Detailed Job Descriptions:
· 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
Education and Experience
- Required: Master’s degree in Computer Science or Electrical Engineering plus 2 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
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
Skills to programming language (At least, one of the below is required.)
- C++ / Python / CUDA
Salary range
- from $112,066
