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Faculty

Faculty

Rohan Mukherjee

Rohan Mukherjee
Designation:
Assistant Professor
Telephone:
91-832-2366716
Email Id:
rohan@gim.ac.in
Qualifications:
  • B. Tech (ECE)
  • MS, IIT Kharagpur
  • Ph.D, IIT Kharagpur

Profile:

Dr. Rohan Mukherjee is currently working as Assistant Professor in the area of Big Data Analytics. He is an academician and researcher in the area of information processing and machine learning. He is an Electronics & Communication Engineer and has completed his post-graduation and doctoral degrees from Indian Institute of Technology Kharagpur where he conducted research on visual information processing and embedded technology. During his post-doctortal research, he has gained expertise in the area of machine learning. He has published research papers in reputed international and national journals and conferences.

Area of expertise:

Statistics, Machine Intelligence, Advanced Machine Learning

Experience:

Research & Publications:

Journals

  1. Rohan Mukherjee, PriyabrataSaha, Indrajit Chakrabarti, Pranab Kumar Dutta, Ajoy Kumar Ray, "Fast adaptive motion estimation algorithm and its efficient VLSI system for high definition videos", Expert Systems with Applications, 101:159-175, Elsevier (2018).
  2. Baishik Biswas, Rohan Mukherjee, Indrajit Chakrabarti, Pranab Kumar Dutta, Ajoy Kumar Ray, "A High-Speed VLSI Architecture for Motion Estimation Using Modified Adaptive Rood Pattern Search Algorithm", Circuits, Systems, and Signal Processing, 37(10): 4548-4567, Springer (2018).
  3. Rohan Mukherjee, Baishik Biswas, Indrajit Chakrabarti, Pranab Kumar Dutta, Somnath Sengupta, Ajoy Kumar Ray, "Speed-Area Optimized VLSI Architecture of Hexagonal Search Algorithm for Motion Estimation of 512×512 Frames", Circuits, Systems, and Signal Processing, 36(2): 640-657, Springer (2017).
  4. Rohan Mukherjee, Baishik Biswas, Indrajit Chakrabarti, Pranab Kumar Dutta, Ajoy Kumar Ray, "Efficient VLSI Design of Adaptive Rood Pattern Search Algorithm for Motion Estimation of High Definition Videos", Microprocessors and Microsystems, 45:105-114, Elsevier (2016).
  5. Rohan Mukherjee, Vikrant Mahajan, Indrajit Chakrabarti, Anindya Sundar Dhar, "High Performance VLSI Design of Diamond Search Algorithm for Fast Motion Estimation", Journal of Circuits, Systems, and Computers, 25(9):1-16, World Scientific (2016).
  6. Baishik Biswas, Rohan Mukherjee, Priyabrata Saha, Indrajit Chakrabarti, "An Efficient VLSI Architecture of the Enhanced Three Step Search Algorithm", Journal of The Institution of Engineers (India): Series B, 97(3):303-309, Springer(2016).
  7. Rohan Mukherjee , Keyur Sheth, Anindya Sundar Dhar, Indrajit Chakrabarti, Somnath Sengupta, "High Performance VLSI Architecture for Three-Step Search Algorithm", Circuits, Systems, and Signal Processing, 34(5): 1595-1612, Springer (2015). 
  8. Baishik Biswas, Rohan Mukherjee, Indrajit Chakrabarti, "Efficient Architecture of Adaptive Rood Pattern Search Technique for Fast Motion Estimation", Microprocessors and Microsystems, 39(3):200-209, Elsevier (2015).

Conferences

  1. Arnab Poddar, Rohan Mukherjee, Jayanta Mukhopadhyay, Prabir Kumar Biswas, "MultiDIAS: A Hierarchical Multi-layered Document Image Annotation System for Foreground Pixels", 2018 Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), Dec. 2018, IIIT Hyderabad, India.
  2. Rohan Mukherjee, Anupam Banerjee, Avirup Maulik, Indrajit Chakrabarti, Pranab Kumar Dutta, Ajoy Kumar Ray, "An efficient VLSI design of CAVLC encoder", 2017 IEEE TENCON, Nov. 2017, Penang, Malaysia.
  3. Baishik Biswas, Rohan Mukherjee, Indrajit Chakrabarti, "Efficient VLSI Architecture for motion estimation using New Three Step Search (NTSS) algorithm", 2014 IEEE TENCON, Oct. 2014, Bangkok, Thailand.
  4. Rohan Mukherjee, Vikrant Mahajan, Indrajit Chakrabarti, Somnath Sengupta, "High Performance VLSI Implementation of Context-based Adaptive Variable Length Coding (CAVLC) for H.264 Encoder", 2013 National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), Dec. 2013, IIT-Rajasthan, India.
  5. Rohan Mukherjee, Elkapelly Sandeep Kumar, Indrajit Chakrabarti, Somnath Sengupta, "VLSI Architecture of Forward and Inverse Quantization Modules of H.264 for HD Transmission", 2013 IEEE INDICON, Dec. 2013, IIT-Bombay, India.
  6. Rohan Mukherjee, Vikrant Mahajan, Indrajit Chakrabarti, Somnath Sengupta, "High Performance VLSI Implementation of CAVLC Decoder of H.264/AVC for HD Transmission", 2013 IEEE INDICON, Dec. 2013, IIT-Bombay, India.
  7. Rohan Mukherjee, Waddi. Hari Prasad, Pandrapragada Dheeraj, Indrajit Chakrabarti, Somnath Sengupta, "High Throughput Pipelined Architecture for Fast 2-D 4×4 Forward Integer Transform of H.264", 2012 IEEE National Conference on Communications, Kharagpur (NCC), Feb. 2012, IIT-Kharagpur, India.

Patents

  1. System for Motion Estimation in Video Signals for Real Time Video Processing: Filed on 20/08/2014 at Patent Office, Kolkata: Application No.:859/KOL/2014
  2. System for efficient VLSI architectures for adaptive motion estimation: Filed on 30/04/2015 at Patent Office, Kolkata: Application No.:484/KOL/2015