Dr. Dushyant Kumar Singh

Areas Of Research Interest

  • Computer Vision, Image Processing, AI and Machine Learning for Vision
  • Embedded System Design, System Architecture, High Performance Computing
  • Information Security, Malwares, Hardware Trojans

Education

PhD

May 2017 Motilal Nehru National Institute of Technology Allahabad

"Automatic Intruder Detection System for Border Surveillance" under Prof Dharmender Singh Kushwaha

MTech

2008-2010 Aligarh Muslim University Aligarh

"An approach towards early prediction of performance of software systems"

BTech

2003-2007 Aligarh Muslim University Aligarh

Specialization: Computer Science & Engineering

Experience

Assistant Professor [AGP 8000]

June 2019 - Current Motilal Nehru National Institute of Technology

Assistant Professor [AGP 6000]

Oct 2012 - June 2019 Motilal Nehru National Institute of Technology

Assitant Professor

Aug 2010 - Dec 2011 Uttar Pradesh Technical University

Lecturer

Aug 2007 - July 2008 Uttar Pradesh Technical University


Achievements / Awards

Responsive Design

CSI

CSI Award for Active Participation (Youth) in region 1, for the year 2016-17

Photography

Scholarship

Red Hat Scholarship 2005-06 Award

Creativity

GATE

GATE 2007 and 2012 qualified

Advetising

UGC NET

UGC NET (June 2012) qualified


Professional Membership

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Member ACM (3328708)

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Member IEEE (93245220)

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Life Member CSI (I1500373)

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Life Member IETE



Current Courses

Microprocessor ans its applications


Past Courses

Computer Organization, Computer Architecture, Microprocessor and its applications

Advance Computer Architecture, Embedded System, Recent Trends in IT

Server Side Programming, Graph Theory, Distributed System, Technical Writing

Compiler Design, Algorithm Analysis & Design, Operating System

Journal Papers



Conference Proceedings



Book Chapters

  • D. K. Singh, D. S. Kushwaha, "Tracking movements of Human Being in a Real-Time Surveillance Scene", Springer AISC series, Vol 437, pp 491-500, 2015 [Scopus, ISI Proceedings]
  • Mohd Ali Ansari, D. K. Singh, "Review of Deep Learning Techniques for Object Detection and Classification”, Springer CCIS series, Vol 839, pp 422-431, 2018 [SCOPUS, ISI Proceedings]
  • Neelam Dwivedi, D. K. Singh, "Review of Deep Learning Techniques for Gender Classification in images”, Springer AISC series, Vol 741, pp 1089-1099, 2018 [Scopus, ISI Proceedings]
  • D. K. Singh, "Human Action Recognition in Video”, Advance Informatics for Computing Research, Springer Nature Singapore, Vol 955, pp 54-66, 2018 [Scopus, ISI Proceedings]


Magazines

Understanding Machine Vision by Human Activity Recognition

Article
January 2018
Issue of CSI Communications
Vol 41.10
Pg 31-32

Medical Imaging & Processing

Aricle
September 2016
Issue of CSI Communications
Vol 40.6
Pg 10-12

Object Detection: A key component in Image & Video Processing

Article
September 2015
Issue of CSI Communications
Vol 39.6
Pg 9-10

PhD Thesis Supervised

  • Neelam Dwivedi [2015RCS02], Suspicious Activity Detection in Public Places [ State-of-the-Art done on 16 Nov 2017 ]
  • Mayank Kumar Rusia [2018RCS11], Handling Identity Threats in Face Recognition [ State-of-the-Art done on 01 Oct 2019 ]
  • Mohd. Aquib Ansari [2018RCS07], Megastores Surviellance for Identifying Shoplifters [ State-of-the-Art done on 01 Oct 2019 ]


M. Tech. Thesis Supervised



Undergraduate Dissertation Guided



Outside Students Guided (Internship)

Roles and Responsiblities

Vice Chairman (Chairman Elect), CSI Allahabad Chapter from April 2020 - till date.

Convener, Departmental Under Graduate Committee (DUGC-CSE), CSED from July 2020 – till date.

Warden, S V Patel Hostel, MNNIT Allahabad, from May 2018 to Feb 2020.

O.C. Computer Vision Lab, Dept of CSE, MNNIT Allahabad, July 2016 - till date.

Convener, Departmental Seminar Management Committee, CSED from July 2018 – June 2020.

Registration Chair for the ICCCT-2017 conference getting held at MNNIT Allahabad in November 2017.

Member, Management Committee, CSI Allahabad Chapter from April 2017 - March 2020.

Member DMPC, CSED, MNNIT Allahabad, July 2016 - June 2018.

Warden, C V Raman Hostel, MNNIT Allahabad, from Feb 2020 onwards.

Observer for CBSE conducted JEE (Main) Examination and UGC-NET Examination in different cities, regularly from the year 2014 onwards.

Empanelled as Observer by National Testing Agency (NTA) for different exams, from Dec 2018 onwards.

Deputy O.C. Microprocessor Lab, Dept of CSE, MNNIT Allahabad, Oct 2012 - July 2014.

Academic Counselor for IGNOU from 08/02/2018 to 31/12/2018 at MNNIT Study Centre (No 2777).

Department Head at KNGDMEC Ghaziabad for 6 months (even semester 2011).

Centre Controller Team Member for UPTU Even Semester Examination 2011 at ACET Aligarh centre.



Workshop/STC/STTP/FDP conducted/Coordinated



Project / Funding

  • "Study of Hardware Vulnerabilities for Threats and their Mitigation Techniques", Institute Seed Grant for Research at MNNIT Allahabad. Sanctioned Amount: Rs 2,26,000/-, from December 2014 - December 2016.
  • TEQIP, grant for organizing a short term course in March 2018. (Rs 80,000/-)
  • TEQIP, grant for attending conference and presenting paper July 2018. (Rs 45,000/-)
  • Submitted, (as Co-PI) a project proposal to DST under TIDE scheme of funding; title “Development of AI based Diagnostic Tools and Integrated Framework for Elderly Home Patient E-healthcare”. [Presentation done on 3rd Sept 2020]
  • Submitted, (as PI) a project proposal to DST-SERB under CRG scheme of funding; title “Development of an Integrated Intelligent Surveillance System for Suspicious Behavior Analysis” in March 2020. [Under Review]


Reviewer/TPC member for Conference/Journals



Expert Lectures/Invited Talks delivered

Python for Machine Learning and Applications

Expert lectures and Hands-on Training [Online Mode]
24th to 30th Aug 2020
7 Days Training Program
IPS College of Technology and Management, Gwalior

Towards Deep Learning

Expert lecture [Online Mode]
17th Aug 2020
STTP on Machine Learning & Deep Learning: Research and Applications Perspectives
Poornima College of Engineering, Jaipur

Machine Learning & Deep Learning

Expert lectures [Online Mode]
17th and 18th July 2020
STTP on Machine Learning Applications
Alpine Institute of Technology Ujjain

Introduction to Machine Learning with Trends and Challenges

Expert lecture
18th - 20th May 2020
Webinar [Online Mode]
ACTS Satna

Machine Learning & Deep Learning

Expert lectures [Online Mode]
29th and 30th May 2020
STC on Machine Learning to Deep Learning: Trends and Challenges
SRIT Jabalpur

Deep Learning

Expert lecture [Online Mode]
18th - 20th May 2020
FDP on Mathematical and Computational Modeling
LNCTS Bhopal

Assistive Technologies for Elderly Peoples and Persons with Disabilities

Keynote Address
11th March 2020
Seminar on ‘Need of Technology Development for Better Life of DIVYANGJAN’
Punjabi University Patiala

Deep Learning for Vision

Expert lecture
14th - 16th Oct 2019
STTP on Deep Learning for Engineering and Science based Applications
LNCTS Bhopal

IoT in Computer Vision

Expert lecture
30th Sept - 4th Oct 2019
STTP on Recent trends in IoT
REC Bijnor

Algorithm Analysis

Expert lecture
30th Sept - 5th Oct 2019
STTP on Data Structures and Algorithms
REC Bijnor

Object Detection Techniques

Expert lecture
07-11 July 2019
Workshop on Applications of Machine Learning in Signal, Image & Computer Vision
BTKIT Dwarahat, Almora

Machine Vision

Expert lecture
24-28 June 2019
Workshop on Machine Learning and Internet of Things
RML Avadh University, Faizabad

Computer and Machine Vision

Expert lecture
15-19 March 2019
AICTE-QIP STC on Trends and Techniques in Image Processing, Multimedia and Security Issues
MITS Gwalior

Machine Vision for Surveillance

Expert lecture
05-09 March 2019
Workshop on Image Processing and Computer Vision Applications
REC Ambedkar Nagar

Robotic Vision

Expert lecture
21-25 january 2019
FDP on Automation and Robotics
AIMT Lucknow

Computer Vision’ & ‘Machine Learning

Expert lecture and practical handshaking
June-July 2018
Summer Training Program ETCS-2018
MNNIT Allahabad

Image Processing Introduction, Computer & Machine Vision, Object Detection Techniques

Expert lecture and practical hands-on
March 29 - April 2, 2018
Workshop on Image and Video Analytics (WIVA-2018)
MNNIT Allahabad

Computer and Machine Vision

Invited Talk
09-11 March 2018
ICRTCMSIT-2018 conference
Bundelkhand University, Jhansi

Internet of Things

Expert lecture and practical handshaking
June-July 2017
Summer Training Program ETCS-2017
MNNIT Allahabad

Computer Vision with MATLAB

Expert Lecture
1-7 December 2016
Workshop on MATLAB Applications in STEM
SMS, MNNIT Allahabad

Python Programming

Expert lecture
June-July 2016
Summer Training Program ETCS-2016
MNNIT Allahabad


Information Security

Expert lecture
17-21 March 2016
Workshop SRAKSHA-2016 [under ISEA project]
MNNIT Allahabad

Machine Vision

Invited talk
05 Novemeber, 2016
CSI Allahabad Chapter meeting
MNNIT Allahabad

Image Processing: An Introduction

Expert lecture
14-18 December 2015
Workshop SIMDOC2015
MNNIT Allahabad


Hardware Security

Expert lecture
19-23 August 2015
Workshop SRAKSHA-2015
MNNIT Allahabad

Embedded System Design

Expert lecture
June-July 2015
Summer Training Program ETCS-2015
MNNIT Allahabad

Embedded System & Technologies

Series of guest lectures
Summer 2012
M.Tech Program
Poornima College of Engineering, Jaipur


Technical Session Chaired

  • Chaired a technical session in ICSGRC-2017 at UiTM Kuala Lumpur, Malaysia, 4-5 August 2017.
  • Chaired a technical session in ICRTCMSIT-2018 conference at Bundelkhand University, Jhansi, 09-11 March, 2018.
  • Chaired a technical session “Image Analysis and Computer Vision” in IC3E conference at J. K. Institute of Applied Physics and Technology, Allahabad University, Allahabad, 13-14 April, 2018.
  • Chaired a technical session in 4th NGCT-2018 conference at University of Petroleum and Energy Studies (UPES), Dehradun, 21-22 November, 2018.
  • Chaired a technical session titled "Computer Vision" in the conference "Congress on Intelligent Systems (CIS-2020)” held in virtual mode under Soft Computing Research Society, 05-06 September, 2020.


Government Offers

Dated 22/03/2012, I got an offer of appointment as Assistant Professor in Computer Science & Engineering department on Regular/Permanent basis at Government Engineering College, Bharatpur (Raj).

July 2012, I got an offer of appointment as Assistant Professor in Computer Science & Informatics department on Regular/Permanent basis in University of Kota, Kota (Raj).

Visits Abroad

  • Visited Kuala Lumpur (Malaysia) in August 2017 to attend & present paper in conference and as well chairing a session in the same conference.
  • Visited London (UK) to attend & present paper in conference in June 2014.