Defocus detection and Segmentation

Guide : Prof. A.N. Rajagopalan

Obtained a optical-blur based segmentation map given a single defocus image of a 3D scene. Used a patch level CNN and global CNN to classify defocus blur. The aggregate is then refined using Markov Random Fields. Paper accepted at International Conference on Image Processing (ICIP) 2018, Athens.