Dr. Rohan Mukherjee

Courses offering at Goa Institute of Management

  • Statistics for Analytics
  • Mathematical Models for Management Decisions
  • Machine Learning
  • Advanced Machine Learning

EDUCATION
IIT KHARAGPUR
PhD

  • Specialization: Visual Information Processing and System Design
  • Achievements: 2 Patents (Institute Sponsored) and 8 Journals

IIT KHARAGPUR
Master of Science

  • Concentrations: Visual Information Processing and System Design
  • CGPA: 9.5/10
  • Achievements: Video codec design deployed at ISRO
  • Publications: 7 international and national conferences

EXPERIENCE
Research Scientist (1.5 years) IIT Kharagpur

Leading the project on Advanced Machine Learning and Deep Learning applications on OCR systems

Developing pre-processing tool for preparing and annotating data for deep learning methodologies

Managing the integration of the pre-processing tools and recognizers for detecting degraded documents

Mentoring under-graduate and post-graduate students in the department

Teaching Assistantship IIT Kharagpur
July 2013 – July 2017

Tutored a class of more than 100 students on the principles of Statistics and Machine Learning

Tutored more than 250 engineering faculties from various colleges during a short-term course on Signal Processing

Regular departmental assistantship on computer vision lab and multimedia courses

Communicated targeted feedback, provided effective consultation, and actively coached students to improve performance on assignments and projects

PATENTS
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

System for efficient VLSI architectures for adaptive motion estimation: Filed on 30/04/2015 at Patent Office, Kolkata: Application No.:484/KOL/2015

JOURNALS
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).

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).

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).

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).

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).

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).

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).

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).

SELECTED CONFERENCE PUBLICATIONS
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.

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.

Rohan Mukherjee, Indrajit Chakrabarti, Somnath Sengupta, “FPGA Based Implementation of Intra-Prediction Based Encoding of H.264”, 2014 International Conference on VLSI and Signal Processing, IIT-Kharagpur, India.

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.

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.

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.

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.