Hello,
I've 10+ years of experience in C++/C# in domains such as algorithms, computer vision software development.
I've done following projects in computer vision:
- Stereo Vision for automation of CMM
- Video Analytics algorithms for surveillance
- Image Registration for biomedical research
- Feature Extraction for eye disease detection
- Machine Learning for pattern matching
Specifically for analysis people flow I've done following project:
Object Detection and Video Surveillance Algorithm Development
Area: Video Analytics/ Computer Vision Development of general purpose video surveillance algorithms for on field camera’s catering different scenarios.
✓ Algorithm analysis, development and implementation in C/C++.
✓ Object Detection algorithms involved background learning, object construction, illumination removal, shadow removal, object classification (Human /non-Human), object tracking etc.
✓ Video surveillance algorithms involved vandalization detection, abandoned /removed object detection, object associativity, intruder detection etc.
✓ Object detection was robust to various environmental changes. Achieved about 80% detection on various test sequences such as ETISEO, CAVIAR etc.
Have also done Implementation of object class recognition algorithm by using HoG features and Latent SVM techniques. And used Machine learning for training and identifying object classes.
Can work in openCV or TensarFlow.