Indian Institute of Technology Jodhpur

Assistant Professor (Nov 2023 - Present)

National Institutes of Health, Bethesda, USA

Postdoctoral Visiting Fellow (Apr 2022 - Oct 2023)

Indian Statistical Institute, Kolkata

Visiting Scientist (Dec 2021 - Mar 2022)

Senior Research Fellow (Jul 2018 - Dec 2021)
Junior Research Fellow (Jul 2016 - Jul 2018)

Project - Linked - Person (Aug 2015 - Jul 2016)
Project - Linked - Person (Dec 2013 - Aug 2015)

[8] A. Panda, B. Santra and D. P. Mukherjee, “Isolating Features of Object and its State for Compositional Zero-shot Learning,” IEEE Transactions on Emerging Topics in Computational Intelligence, 2023.
[7] B. Santra, U. Ghosh, and D. P. Mukherjee, "Graph-based Modelling of Superpixels for Automatic Identification of Empty Shelves in Supermarkets," Pattern Recognition, 2022. [Pre-print] [BibTeX]
[6] B. Santra, A. K. Shaw, and D. P. Mukherjee, "Part-based Annotation-free Fine-grained Classification of Images of Retail Products," Pattern Recognition, 2022. [Pre-print] [BibTeX]
[5] B. Santra, A. K. Shaw, and D. P. Mukherjee, "An End-to-End Annotation-free Machine Vision System for Detection of Products on the Rack," Machine Vision and Applications, 32:56, 2021. [Pre-print] [BibTeX]
[4] B. Santra, A. K. Shaw, and D. P. Mukherjee, "Graph-based Non-maximal Suppression for Detecting Products on the Rack," Pattern Recognition Letters, 140:73-80, 2020. [Pre-print] [BibTeX]
[3] B. Santra, A. Paul, and D. P. Mukherjee, "Deterministic Dropout for Deep Neural Networks Using Composite Random Forest," Pattern Recognition Letters, 131:205-212, 2020. [Pre-print] [BibTeX]
[2] B. Santra, and D. P. Mukherjee, "A Comprehensive Survey on Computer Vision based Approaches for Automatic Identification of Products in Retail Store," Image and Vision Computing, 86:45-63, 2019. [Pre-print] [BibTeX]
[1] S. Agarwal, B. Santra, and D. P. Mukherjee, “Anubhav: Recognizing Emotional Facial Expressions in Real-time,” The Visual Computer, 34(2):177-191, 2018. [Project Page] [BibTeX]

[7] D. C. Oluigbo, B. Santra, T. S. Mathai, P. Mukherjee, J. Liu, A. Jha, M. Patel, K. Pacak, and R. M. Summers. "Weakly supervised detection of pheochromocytomas and paragangliomas in CT", Medical Imaging 2024: Computer-Aided Diagnosis. SPIE, 2024. [Accepted].
[6] L. Liu, J. Liu, P. Mukherjee, A. Anand, Y. Zhu, B. Santra, and R. M. Summers. "Utilizing Domain Knowledge to Improve Intravenous Contrast Phase Classification Of CT Scans", Medical Imaging 2024: Computer-Aided Diagnosis. SPIE, 2024. [Accepted].
[5] B. Santra, A. Jha, P. Mukherjee, M. Patel, K. Pacak, and R. M. Summers. "Anatomical Location-Guided Deep Learning-Based Genetic Cluster Identification of Pheochromocytomas and Paragangliomas From CT Images", The Second Workshop on Applications of Medical AI (AMAI-MICCAI 2023), 2023.
[4] A. Panda, B. Santra and D. P. Mukherjee, “Bi-modal Compositional Network for Feature Disentanglement,” In Image Processing (ICIP 2022), 2022 IEEE International Conference on, pages 3051-3055. IEEE, 2022.
[3] B. Santra, D. P. Mukherjee and D. Chakrabarti, “A Non-Invasive Approach for Estimation of Hemoglobin Analyzing Blood Flow in Palm,” In Biomedical Imaging (ISBI 2017), 2017 IEEE 14th International Symposium on, pages 1100-1103. IEEE, 2017. [BibTeX]
[2] B. Santra and D. P. Mukherjee, “Local Dominant Binary Patterns for Recognition of Multi-view Facial Expressions,” In Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing, page 25. ACM, 2016. [BibTeX]
[1] B. Santra and D. P. Mukherjee, “Local Saliency-inspired Binary Patterns for Automatic Recognition of Multi-view Facial Expression,” In Image Processing (ICIP), 2016 IEEE International Conference on, pages 624-628. IEEE, 2016. [BibTeX]

Granted

[2] AU2021245099B2: “Fine-grained Classification of Retail Products,” Granted in Australia and pending in India, USA, and Europe.
[1] AU2020205301B2, US20210042588A1: “Method and System for Region Proposal based Object Recognition for Estimating Planogram Compliance,” Granted in Australia and USA; Pending in India and Europe.

Indian Institute of Technology Jodhpur

[Feb 2024 - May 2024] Python Programming for Data Engineering (PGDDE)
[Mar 2024 - May 2024] Machine Learning - Fractal 3 [MTech DCS (E)]
[Jan 2024 - May 2024] DL-Ops (BTech/MTech/PhD CSE/EE/AI)

Indian Statistical Institute

[Jul 2021 - Dec 2021] Programming: Python (PGDSMA)
[Jul 2020 - Dec 2020] Introduction to Packages: Python (PGDSMA)
[Jul 2018 - Dec 2018] Computing for Data Sciences (PGDBA)

2023

[Apr - May 2022] CSI Kolkata
[Mar 2022] ECSU, ISI Kolkata

2017 - 2022

[Aug 2022] CSI Kolkata
[Jan - Mar 2022] ECSU, ISI Kolkata
[Jan 2022] KIIT Bhubaneswar
[Jul 2020] BKC College, Kolkata [Resources: Slides]
[Mar 2020] IIIT Guwahati [Resources: NB-1, NB-2, NB-3, NB-4, NB-5, NB-6, NB-7, NB-8]
[Feb 2020] UEM Kolkata
[Feb 2020] Tripura University, Agartala
[Jun 2019] ECSU, ISI Kolkata [Resources: Slides]
[Jul 2018] SQCORU, ISI Kolkata [Resources: NB-1, NB-2, NB-3, NB-4, NB-5, NB-6, NB-7]
[Jun 2018] Tripura University, Agartala
[Jun 2018] ECSU, ISI Kolkata [Resources: NB-1, NB-2, NB-3, NB-4, NB-5, NB-6, NB-7]
[Mar 2018] University of Calcutta [Resources: NB-1, NB-2, NB-3, NB-4]
[Jun 2017] ECSU, ISI Kolkata [Resources: Slides]

Organizing Activities

[2] Advisory Member: Winter School on Deep Learning, 2023 (WSDL 2023)
[1] Organizing Chair: Winter School on Deep Learning, 2022 (WSDL 2022)

Journal Activities

[6] Reviewer: Neurocomputing, Elsevier (Since Jul 2021)
[5] Reviewer: SN Computer Science, Springer (Since Sep 2020)
[4] Reviewer: Access, IEEE (Since Dec 2019)
[3] Reviewer: Image Processing, IET (Since Aug 2017)
[2] Reviewer: Transactions on Image Processing, IEEE (Since Mar 2017)
[1] Reviewer: Sadhana, Springer (Since Nov 2014)

Conference Activities

[2] Reviewer: ICVGIP, ICAPR, NCVPRIPG
[1] Session Chair: 2nd Workshop on Computer Vision Applications (WCVA 2016)