2019 - 2021: TL and manager for shopping ads quality on queryless surfaces.

2012 - 2019: IC, and subsequently TL for similar shopping product recommender systems.

Worked on the use of parts-based object models for multi-class object segmentation

Worked on

• Bag-of-Features models in random field formulations for multi-class segmentations

• A generalized formulation for interactive image segmentation that included existing segmentation algorithms as special cases

• The image matting problem for multiple (n ≥ 2) image layers and characterized the properties of the resulting solutions

• A closed form algebraic solution for segmenting mixtures of 2-D motion models in dynamic scenes

Worked on

• Novel appearance models for closed form solutions to image matting

• Higher order cliques for building higher order potentials in random field formulations for labeling problems in computer vision