Sumit Shekhar

Computer Scientist

BigData Experience Lab, Bangalore

Sumit joined Adobe Research Labs India as a Research Scientist in August 2014. He completed his doctoral studies at University of Maryland under Prof. Rama Chellappa. Previously, he received B. Tech. in Electrical Engineering from IIT Bombay. His research interests are in computer vision and machine learning. At Adobe, he has been working on the problems in video and image analytics.

My Publications

Show and Recall: Learning What Makes Videos Memorable

Shekhar, S., Singal, D., Singh, H., Kedia, M., Shetty, A. (Oct. 29, 2017)
IEEE International Conference on Computer Vision Workshops

Experience Individualization on Online TV Platforms through Persona-based Account Decomposition

Bajaj, P., Shekhar, S. (Oct. 15, 2016)
MM 2016 - ACM Multimedia Conference

Similarity Learning for Product Recommendation using Multi-Channel Data

Burhanuddin, I., Bajaj, P., Shekhar, S. (Nov. 14, 2015)
International Conference on Data Mining (Workshop on Optimization Based Techniques for Emerging Data Mining)

Coupled projections for adaptation of dictionaries

Shekhar, S., Nguyen, H., Patel, V., Chellappa, R. (Oct. 1, 2015)
IEEE Transactions on Image Processing

Class Consistent Multi-Modal Fusion With Binary Features

Shrivastava, A., Rastegari, M., Shekhar, S., Chellappa, R., Davis, L. (Jun. 8, 2015)
IEEE Conference on Computer Vision and Pattern Recognition

Domain adaptive sparse representation-based classification

Zhang, H., Shekhar, S., Patel, V., Chellappa, R. (May. 4, 2015)
IEEE International Conference and Workshops on Automatic Face and Gesture Recognition

Parametric Dictionaries and Feature Augmentation for Continuous Domain Adaptation

Shekhar, S., Shroff, N., Chellappa, R. (Dec. 12, 2014)
Indian Conference on Computer Vision Graphics and Image Processing

Analysis sparse coding models for image-based classification

Shekhar, S., Patel, V., Chellappa, R. (Oct. 27, 2014)
IEEE International Conference on Image Processing

Unsupervised domain adaptation using parallel transport on Grassmann manifold

Shrivastava, A., Shekhar, S., Patel, V. (Mar. 24, 2014)
IEEE Winter conference on Applications of Computer Vision