Assistant Professor

Dr. Shuvendu Rana

Department of Computer Science Engineering

Interests

  1. 3D modelling and image-video Processing
  2. Medical Image Processing
  3. Multimedia forensics & security and ML

Faculty Details

Education

2009

West Bengal University of Technology
India
Bachelors

2013

Indian Institute of Technology Guwahati
India
Masters

2017

Indian Institute of Technology Guwahati
India
Ph.D.

Experience

  • Aug 2017- Feb 2019, Research Associate | University of Strathclyde, Glasgow, UK

Research Interest

  • 3D image & video analysis of multi-view images, depth analysis and finally construction of 3D model using the Multi-view or the continuous video sequence.
  • Medical imaging and position identification using the IR camera images and image registration.
  • Information hiding using steganography and steganalysis for secret massage massing and detection. Using of watermarking for digital right management.
  • Using of ML for image and video analysis

Awards

  • 2015 - DST ITS – DST GOV
  • 2015 - TCS Research fellowship – TCS R&D
  • 2014 – MHRD PhD Fellowship – MHRD

Memberships

  • Member of IEEE

List of Publications

Journals 
  • Rana, S., Kamra, R., Sur, A.: “Motion vector based steganography".: Multimedia Tools and Applications doi: 10.1007/s11042-019-08525-w.
  • Rana, S., Hampson, R., Dobie, G.: “Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis" in IEEE Transactions on Medical Imaging doi: 10.1109/TMI.2019.2946629.
  • Rana, S., Gaj, S., Sur, A.: “Detection of Fake 3D video".IETE Journal of Research.(2019) DOI: 10.1080/03772063.2019.1628667.
  • Rana, S., Sur, A.: “View Invariant DIBR-3D Image Watermarking Using DT-CWT”. Multimedia Tools and Applications pp. 1-29 (Dec 22, 2018). DOI: 10.1007/s11042-018-7024-z.
  • Rana, S., Sur, A.: “Depth-Based View-Invariant Blind 3D Image Watermarking”.: ACM Trans. Multimedia Comput. Commun. Appl. 12, 4, Article 48 (August 2016), 23 pages. DOI: 10.1145/2957751.
  • Rana, S., Sahu, N., Sur, A.: “Robust watermarking for resolution and quality scalable video sequence”. Multimedia Tools and Applications Volume 74, Issue 18, pp. 7773-7802 (2015). DOI 10.1007/ s11042-014-2023-1.
  • Sahu, N, Rana, S., Sur, A..: “MCDCT-TF based video watermarking resilient to temporal and quality scaling”. Multimedia Tools and Applications pp. 1-26 (2015). DOI: 10.1007/s11042-015-2949-y.
  • Sur, A., Krishna, S., Sahu, N., Rana, S.: “Detection of Motion Vector Based Video Steganography”. Multimedia Tools and Applications Volume 74, Issue 23, pp. 10479–10494 (2015). DOI: 10.1007/s11042-014-2181-1.
Conferences 
  • Rana, S, Stationary Object Detection using RetinaNet and Kalman Filter, IEEE ICICCSP 2022 Hyderabad 21 - 23 Jul 2022
  • Amruta Lipare, Damodar Reddy Edla, Ramalingaswamy Cheruku and Diwakar Tripathi, “GWO-GA based Load Balanced and Energy Efficient Clustering Approach for WSN”, 3rd International Conference SmartCom 2019 will be held in Bangkok, Thailand, (Accepted and Presented), DOI: 10.1007/978-981-15-0077-0_29.
  • Rana, S., Gaj, S., Sur, A.: “View Invariant 3D Video Watermarking using Depth Based Embedding”. 2016 International  Conference on Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, QLD, 2016, pp. 1-8. doi: 10.1109/DICTA.2016.7797095 URL:  ttp://dx.doi.org/10.1109/DICTA.2016.7797095.
  • Gaj, S., Rana, S., Sur, A., Bora, P.: “A Robust Watermarking Scheme against Frame Blending, Projection and Content Adaptation Attacks". 2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Gold Coast, QLD, 2016, pp. 1-8. doi: 10.1109/DICTA.2016.7796996 URL: http://dx.doi.org/10.1109/DICTA.2016.7796996.
  • Rana, S., Gaj, S., Sur, A., Bora, P.: “Segmentation Based 3D Depth Watermarking using SIFT”.  2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP), Montreal, QC, 2016, pp. 1-6. doi: 10.1109/MMSP.2016.7813367 URL:http://dx.doi.org/10.1109/MMSP.2016.7813367.
  • Rana, S., Gaj, S., Sur, A., Bora, P.: “Detection of Fake 3D Video Using CNN”. 2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP), Montreal, QC, 2016, pp. 1-6. doi: 10.1109/MMSP.2016.7813368 URL: http://dx.doi.org/10.1109/MMSP.2016.7813368.
  • Gaj, S., Rana, S., Sur, A., Bora, P.: “A Drift Compensated Reversible Watermarking Scheme for H.265/HEVC”. 2016 IEEE 18th International Workshop on Multimedia Signal Processing (MMSP), Montreal, QC, 2016, pp. 1-6. doi: 10.1109/MMSP.2016.7813358 URL: http://dx.doi.org/10.1109/ MMSP.2016.7813358.
  • Rana, S., Sur, A.: “3D video watermarking using DT-DWT to resist synthesis view attack”.: in European Signal Processing Conference 2015 (EU- SIPCO 2015), Nice, France, Aug. 2015. DOI: 10.1109/EUSIPCO.2015.7362342 URL http://dx.doi.org/10.1109/EUSIPCO.2015.7362342.
  • Rana, S., Mattu, V., Sur, A.: “SIFT Based View Invariant Watermarking for DIBR 3D Image”.: in Proceedings of the Fifth National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics 2015. DOI: 10.1109/NCVPRIPG.2015.7490030 URL: http://dx.doi.org/10.1109/ NCVPRIPG.2015.7490030.
  • Gaj, S., Rana, S., Lekharu, A., Sur, A., Bora, P.: “RST Invariant Multi View 3D Image Watermarking Using DWT and SVD”.  in Proceedings of the Fifth National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics 2015. DOI: 10.1109/NCVPRIPG.2015.7490066 URL: http://dx.doi.org/10.1109/NCVPRIPG.2015.7490066.
  • Rana, S., Sur, A.: “Blind 3D Video Watermarking  Based on 3D-HEVC Encoder Using Depth”. ICVGIP ’14:  Proceedings of the Ninth Indian Conference on Computer Vision, Graphics and Image Processing. New York, NY, USA: ACM, 2014. DOI: 10.1145/2683483.2683535. URL: http://dx.doi. org/10.114.
Patents
  • “Watermark Evaluation Tool” in T.I.(47)/TIFA/2016 Patent date Filed Aug 24, 2016.

Contact Details

  • E-mail id:  shuvendu.r@srmap.edu.in
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