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

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 
  • 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

TOP