My current research is mostly focused on depth estimation and dense label refining.
This research thesis predicts the natural gas price in the US market by implementation of various methods including Neural Networks, Time Series, and Stochastic Processes.
I am interested in solving computer vision problems by geometric or deep learning methods. Specifically my interests are:
- Binocular and stereo depth estimation
- Binocular and multiple-view reconstruction
- Semantic segmentation and object recognition
- Augmented Reality (AR)
- Deep convolutional network architecture design
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