Thesis Title: Bayesian Nonparametric Modeling of Temporal Coherence for Entity-driven Video Analytics
Climate Science: Mining patterns in Climate Data
Computer Vision: Video Summarization
Computer Vision: Video Segmentation
My current CV is available here
- Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya. Bayesian Modeling of Temporal Coherence in Videos for Entity Discovery and Summarization. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016
- Adway Mitra, Chiranjib Bhattacharyya, Soma Biswas.
EntScene: Nonparametric Bayesian Temporal Segmentation of Videos aimed at Entity-driven Scene Detection . International Joint Conference on Artificial Intelligence (IJCAI), 2015, Buenos Aires, Argentina
Code and Data Appendix
- Adway Mitra, Soma Biswas, Chiranjib Bhattacharyya. Temporally Coherent CRP: A Bayesian Non-Parametric Approach for Clustering Tracklets with applications to Person Discovery in Videos. SIAM Conference on Data Mining (SDM), 2015, Vancouver, Canada
Code and Data Appendix
- Adway Mitra, Srujana Merugu.
Reconciliation of Categorical Opinions from Multiple Sources . ACM International Conference on Information and Knowledge Management (CIKM), 2013, San Francisco, USA
- Adway Mitra, Ranganath B.N., Indrajit Bhattacharya.
A Layered Dirichlet Process for Hierarchical Segmentation of Sequential Grouped Data . European Conference on
Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2013, Prague, Czech Republic. Data Appendix
- Dhruv Mahajan, Rajeev Rastogi, Charu Tiwari, Adway Mitra.
LogUCB: An Explore-Exploit Algorithm for Comments Recommendation . ACM International Conference on Information and Knowledge Management (CIKM), 2012, Hawaii
- Anoop K.R., Adway Mitra, Ujwal Bonde, Chiranjib Bhattcharyya, K.R. Ramakrishnan.
Covariance Profiles: A Signature Representation For Object Sets . International Conference on Pattern Recognition (ICPR), 2012, Tsukuba, Japan
- Adway Mitra, Anoop K.R., Ujwal Bonde, Chiranjib Bhattcharyya, K.R. Ramakrishnan.
Eigen-Profiles of Spatio-temporal Fragments for Adaptive Region-based Tracking . IEEE International Conference on Accoustics, Speech and Signal Processing (ICASSP), 2012, Kyoto, Japan). Data Demo