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Dr. Dileep Kumar Yadav

Dr. Dileep Kumar Yadav

Associate Professor

E-mail: dileep252000@gmail.com

Objective

I aspire to be an active team member of an organization which provides a highly competitive and productive teaching and research environment where I could experiment, innovate and implement my own ideas for the growth of the organization.

Qualification

  • Ph.D. in Computer Science and Technology from School of Computer & Systems Sciences, Jawaharlal Nehru University, New Delhi. (July-2011 To Dec.-2016)
    Thesis Title: “Detection of Moving Object in Video for Visual Surveillance”.
    Supervisor: Dr. Karan Singh, SC&SS, JNU, New Delhi.
  • M.TECH. in Computer Science & Technology with 74.4% from SC&SS, Jawaharlal Nehru University (JNU), New Delhi. (Aug-2009 To July-2011)
    Dissertation Title: “Edge Detection in Image using Rough Set Theory”. Supervisor: Prof. S. Minz, SC&SS, JNU, New Delhi.
  • B.TECH. in Computer Science & Engineering with 68.58% marks from NIET Greater Noida, Uttar Pradesh Technical University, Lucknow, U.P. (Sept-2002 To Aug-2006)
    12th from GIC Farrukhabad, UP Board with 62.40% in 2001.
    10th from GIC Farrukhabad, UP Board with 65.83% in 1999.

Research Fellowship/Scholarship

  • Awarded by Project Associate (DST) at JNU, New Delhi. (Jan. 2016 to Mar. 2016)
  • Awarded by Research Fellowship, UGC-Plan, JNU, New Delhi. (Sept. 2013 to Dec. 2015)
  • Awarded by Merit Cum Means Scholarship, JNU, New Delhi. (Aug. 2009 to July 2011)
  • Scholarship from 6th to 8th class, Medhavi Chatra Pratiyogita exam conducted by UP Govt.

Certifications/Training

  • Sun Certified Java Programmer for Platform 1.5 (SCJP 1.5, ID: SUN407546, 14-03-2008).
  • Training from IBM Education Group on Object Oriented Analysis & Design using UML.
  • 6 months part-time corporate training on Data Science and Machine Learning from DUCAT Noida.

Total Experience

(11 Years: 7.5 Year Teaching, 3.5 Year Research)

A. Teaching Experience (7 Years)

  • Galgotias University, Greater Noida.
    • Working as an Associate Professor in Dept. of Computer Science & Engineering.
  • Krishna Engineering College, Mohan Nagar, Ghaziabad.
    • Worked as an Assistant Professor in Dept. of Computer Science & Engineering.
  • Manav Rachna College of Engg, Faridabad, Haryana.
    • Worked as an Assistant Professor in Dept. of CSE, MRCE, Faridabad.
  • Sharda Group of Institutions (SGI), Greater Noida.
    • Worked as an Assistant Professor in Dept. of CSE, MRCE, Faridabad.
  • Skyline Institute of Engineering & Technology, Greater Noida.
    • Worked as a Lecturer in Dept. of CSE.

B. Research Experience (3.5 Years)

  • Worked as Project Associate at SC&SS, JNU (DST-Purse) under supervision of Dr. Karan Singh at SC&SS, JNU, New Delhi. (01-Jan-2016 to 22-Feb-2016)
  • Ph.D. research work at SC&SS, JNU, New Delhi. (21-Sept-2013 to 28-June-2016)
  • M.Tech. research work at SC&SS, JNU, New Delhi. (22-July-2010 to 13-July-2011)

Ph.D. Thesis / M.Tech. Dissertation Guidance

(Ph.D. guiding: 2 and M.Tech. guided: 2)

  • One M.TECH. Dissertation submitted in 2017 at KEC, Ghaziabad, AKTU, Lucknow.
  • One M.TECH. Dissertation submitted in 2013 at MRCE, Faridabad, affiliated to MDU, Rohtak.

Subjects

  • Machine Learning Concepts: Classification, Clustering, Regression analysis (Linear, Logistic, Predictive etc.), PCA, ICA, Random Forest, Decision Tree, Support Vector etc.
  • Data Science, Data Analysis, Data Visualization, Research Methodology.
  • Digital Image and Video Processing, Artificial Intelligence, Object Oriented System, Web Technology.

Programming Skills

Languages/Platform Python (IDLE/Anaconda/Jupitor/Pandas/Matplotlib), Data Science, Machine Learning Tools and Library, NLP. MATLAB, R, Java/J2ee, Servlet 3.1, Jsp 2.2, JDBC, Java Script, Html, DHTML, SQL, C++, C.
Tools and IDE IDLE/Anaconda/Jupitor, NetBeans 8.1, Eclipse 4.6, Textpad 5.0, Jdk 5/6/7, MSVisio2000, MATLAB 2011b, 2012b, 2014b, Weka, SPSS.
Web Server Apache Tomcat 7, Glass Fish 4.1.1
Database Oracle 8/9, Microsoft Access 2003-2013.
Operating System Windows 98/2000/XP/8.1/10, Linux.


International Research/Academic Visit

Gulf University of Science and Technology, Mishref, Kuwait funded by JNU, New Delhi.

Publications

  • I.Book Published
    B1. Dileep Kumar Yadav, Sunil Kumar Bharti, “Edge Detection Using Rough Set Theory”, Lambert Academic Publication, Germany, pp. 1-104, 3-Nov-2015, ISBN-13: 978-3-659-76809-5. (http://www.amazon.com/Edge-Detection-using-Rough-Theory/dp/365976809X)
  • II. Journals
    B1. Dileep Kumar Yadav, Sunil Kumar Bharti, “Edge Detection Using Rough Set Theory”, Lambert Academic Publication, Germany, pp. 1-104, 3-Nov-2015, ISBN-13: 978-3-659-76809-5. (http://www.amazon.com/Edge-Detection-using-Rough-Theory/dp/365976809X)
  • Dileep Kumar Yadav, Karan Singh, “Adaptive Background Modeling Technique for Moving Object Detection in Video under Dynamic Environment”, International Journal of Spatio-Temporal Data Science, Inderscience, vol. 1, no. 1, pp. 4-21, Jan, 2019.
    (ISSN: 2399-1283 (Online), 2399-1275 (Print))
  • Mritunjay Rai, R. K. Yadav, Agha A. Husain, Tanmay Maity, Dileep K. Yadav, “Extraction of Facial Features for Detection of Human Emotions under Noisy Condition”, International Journal of Engineering and Manufacturing, vol. 5, pp. 49-62, Sept, 2018. (SCOPUS)
  • Dileep Kumar Yadav, Karan Singh, “A Combined Approach of Kullback-Leibler Divergence Method and Background Subtraction for Moving Object Detection in Thermal Video”, Infrared Physics and Technology, Elsevier, vol. 76, pp. 21-31, 4-Feb-2016. (ISSN: 1350-4495).
    (DOI: 10.1016/j.infrared.2015.12.027, SCI, IF: 1.851)
  • Lavanya Sharma, Dileep Kumar Yadav, Annapurna Singh, “Fisher’s Linear Discriminant Ratio based Threshold for Moving Human Detection in Thermal Video”, Infrared Physics and Technology, Elsevier, vol. 78, pp. 118-128, 25-July, 2016. (ISSN: 1350-4495).
    (DOI: 10.1016/j.infrared.2016.07.012, SCI, IF: 1.851)
  • Lavanya Sharma, Dileep Kumar Yadav, “Histogram based Adaptive Learning Rate for Background Modelling and Moving Object Detection in Video Surveillance”, International Journal of Telemedicine and Clinical Practices, Inderscience, vol. 2, issue 1, pp. 74-92, 07-Feb. 2017.
    (ISSN: 2052-8442 (Online), 2052-8434 (Print), DOI: 10.1504/IJTMCP.2017.082107)
  • Karuna Lochab, Dileep Kumar Yadav, Mayank Singh, Arun Sharma, “Internet of Things in Cloud Environment: Services and Challenges”, SERSC-International Journal of Database Theory and Application, pp 1-10, May 2017.
    (ISSN: 2005-4270)
  • Dileep Kumar Yadav, Karan Singh, “Motion Based Object Detection in Real-Time Visual Surveillance System Using Adaptive Learning‍”, Journal of Information Assurance and Security, vol. 10, issue 2, pp. 89-99, 31-March, 2015.
    (ISSN: 1554-1010, ESCI)
  • Lavanya Sharma, Sunil Kumar Bharti, Dileep Kumar Yadav, “Vehicular Ad Hoc Networks (VANETs): A Survey on Security issues and challenges”, International Journal of Advanced Research in Computer and Communication Engineering, vol. 6, Special Issue 2, pp. 130-135, Feb. 2017.
    (ISSN: 2278-1021 (Online) 2319-5940 (Print), DOI: 10.17148/IJARCCE, SJ-IF: 5.9)
  • Lavanya Sharma, D. K. Yadav, Manoj Kumar, “Morphology Based Approach for Skin Detection in Colored Image”, International Journal of Pure and Applied Science & Technology, vol. 3, Issue 2, pp. 44-49, 11-July, 2013.
    (ISSN: 2231-4202, UGC-Listed Journal)
  • Dileep Kumar Yadav, "Motion with Human Detection under Varying Illumination in Background", International Journal of Internet of Things and Cyber-Assurance, Special Issue on Internet of Things-based Cloud Computing, Inderscience, pp. 1-16, 31-March, 2017. (ISSN: 2059-7975, Communicated)

III. Conferences/Book Chapter

  • Dileep Kumar Yadav, “Detection of Moving Human in Vision based Smart Surveillance under Cluttered Background: An Application for IoT”, Book Chapter, Taylor & Francis, Nov. 2019.
    (Communicated)
  • Pallavi Goel, Dileep Kumar Yadav, “Hadoop Framework: Big Data Management Platform for Internet of Things”, Book Chapter, Taylor & Francis, Nov. 2019.
    (Communicated)
  • Lavanya Sharma, Nirvikar Lohan, Dileep Kumar Yadav, “A Study of challenging issues on Video Surveillance System for Object Detection”, International Conference on EIT, Jawaharlal Nehru University, New Delhi, June-05, 2017.
  • Lavanya Sharma, Sunil Kumar Bharti, Dileep Kumar Yadav, “Vehicular Ad Hoc Networks (VANETs): A Survey on Security issues and challenges”, International Conference on Advances in Computational Techniques and Research Practices, Computer Society of India, at NIET Greater Noida, Feb. 3-4, 2017.
  • Dileep Kumar Yadav, Karan Singh, Swati Kumari “Challenging Issues of Video Surveillance System using Internet of Things in Cloud Environment”, ICACDS-2016, Springer, at KEC, Ghaziabad, pp. 1-8, Nov. 11-12, 2016.
    (ISBN: 978-981-10-5426-6, Chapter-49)
  • Dileep Kumar Yadav at. el., “Fuzzy-Rule based Threshold for Moving Human Detection in Video”, International Conference on Advanced and Agile Manufacturing ICAM-2015, at KNIT Sultanpur, UP, India, pp. 1-6, Dec. 28-29, 2015.
  • Dileep Kumar Yadav, Karan Singh, “Moving Object Detection for Visual Surveillance using Quasi-Euclidian Distance”, 2nd Int. Conf. on Computer, Communication and Technology, CMR Technical Campus, Hyderabad, LNCS, AISC Series, Springer, vol. 381, pp. 225-233, July 24-26, 2015.
    (ISBN: 978-81-322-2526-3; Scopus)
  • Dileep Kumar Yadav, Karan Singh “Object Detection in Dynamic Background for Visual Surveillance Applications”, 2nd Int. Conf. on Computing for Global Sustainable Development (9th IndiaCOM-2015), IEEE, at Bharti Vidyapeeth Univ. Delhi, pp. 1601-1606, March 11-13, 2015.
    (ISSN: 0973-7529; Scopus)
  • Lavanya Sharma, Dileep Kumar Yadav, Sunil Kumar Bharti, “An Improved Method for Visual Surveillance using Background Subtraction Technique”, 2nd Int. Conf. on Signal Processing and Integrated Networks (SPIN-2015), IEEE, at Amity Univ. Noida, pp. 421-426, Feb 24-26, 2015.
    (ISBN: 9781479959921, Scopus)
  • Dileep Kumar Yadav, Lavanya Sharma, Sunil Kumar Bharti, “Moving Object Detection in Real-Time Visual Surveillance using Background Subtraction Technique”, 14th International Conf. on Hybrid Intelligent Systems (HIS 2014) at Gulf University of Science and Technology, Kuwait,
    IEEE, pp. 79-84, Dec. 14-16, 2014. (ISBN: 9781479976348; DBLP, Scopus)
  • Dileep Kumar Yadav, “Efficient Method for Moving Object Detection in Cluttered Background Using Gaussian Mixture Model”, 3rd International Conference on Advancing, Computing, Communications and Informatics, IEEE, Systems Man & Cybernetics, at GCET, Greater Noida, pp. 943-948, Sept. 24-27, 2014.
    (ISBN: 978-1-4799-3078-4, DBLP, Scopus)
  • Lavanya Sharma, D. K. Yadav, Manoj Kumar, “A Morphological Approach for Human Skin Detection in Color Image”, 2nd National Conference on Emerging Trends in Intelligent Computing and Communication (EICC-2013), GCET Greater Noida, pp. 1-6, June 13-14, 2013.
    (ISBN: 9788175157538)
  • Dileep Kumar Yadav, "Mathematical Morphological Edge Detection Method of Gray Scale Image: Rough Set Based Approach”, National Conference on eTrends at AISECT University, Bhopal, pp. 1-6, Nov. 17-18, 2011.

Attended Conferences/Workshops

  • Attended one week (17-July to 22-July, 2017) training program on “High Performance Computing, Parallel Programming and Administration” at IPEC, Ghaziabad, conducted by IIT Roorkee through ICT academy.
  • Attended one day (25-June-2017) training program on “Data Analytics Using R” at 1on1 Global, Peetampura, New Delhi.
  • Attended one week (27-June to 2-July, 2016) workshop on “Cyber Security and Networking” at SC&SS, JNU, New Delhi conducted by NITTTR Chandigarh.
  • Attended one day (8-April-2013) workshop on “Neural Network for Supervised and Unsupervised Learning” at ITM, Gurgaon, Haryana.
  • Attended two days (1-2, June-2012) workshop on “Image Processing and Matlab” at DIAS, Rohini, New Delhi.
  • Attended one-week (31-Jan-2012 to 3-Feb-2012) workshop on “Advance Java Programming” at NITTTR, Chandigarh.
  • Attended one-week (13-18, Dec-2011) workshop on “Digital Image Processing” at NIT, Rourkela, Orissa.
  • Attended two days (9-10, Dec-2010) international Conference on MEDI IMAGES at IIT Delhi.
  • Attended two days (13-14, Dec-2010) international Conference on Methods and Models in Computer Science at SC & SS, JNU, New Delhi.

Research Paper Presented

  • ICACDS-2016, Springer at KEC, Ghaziabad.
  • International Conference on Advanced and Agile Manufacturing ICAM-2015, KNIT Sultanpur, UP, India, Dec. 28-29, 2015.
  • 2nd International Conference on Computer, Communication and Technology, Lecture Notes in Computer Science, AISC Series, Springer, page 225-233, 24-26 July, 2015.
  • 2nd Int. Conf. on Computing for Global Sustainable Development (9th IndiaCOM-2015), IEEE, Mar, 2015 at Bharti Vidyapeeth, New Delhi.
  • 14th International Conference on Hybrid Intelligent Systems (HIS 2014) at Gulf University of Science and Technology, Kuwait, IEEE, Dec. 14-16, 2014. (Presented in Kuwait).
  • 2nd Int. Conf. on SPIN-2015, IEEE, 19-20, Feb, 2015, at Amity University, Noida.
  • 3rd Int. Conf. ICACCI-2014, Systems, Man & Cybernetics, IEEE, Sept. 2014.

Professional Service/Activities as Reviewer

  • Reviewer at IEEE Transactions on Circuits and Systems for Video Technology. (SCI Journal)
  • Reviewer at Infrared Physics and Technology, Elsevier. (SCI Journal)
  • Reviewer at Signal, Image and Video Processing, Springer. (SCIE Journal)
  • Reviewer at International Journal of Rough Sets and Data Analysis, IGI Global. (Scopus)
  • Reviewer at IJMTCP, Inderscience.
  • Organizing Chair at ICACDS-2016, Springer, at KEC Ghaziabad.
  • PC member at ICCCA-2018, IEEE.
  • Reviewer member at UPCON-2018, IEEE.
  • PC member at DSEA-2018, Spain
  • Reviewer at CloudCom-2017, IEEE
  • Reviewer at ICACDS-2016, Springer.
  • Member at 50th Golden Jubilee Annual Convocation on “Digital Life”, Computer Society of India (CSI), New Delhi, 02-05 Dec-2015.
  • Reviewer 2nd International Conference on Computer, Communication and Technology (IC3T-2015), Lecture Notes in Computer Science, Springer, Hyderabad, 24-26 July, 2015
  • Reviewer 2nd International Conference on Computing for Global Sustainable Development (9th IndiaCOM-2015), IEEE, New Delhi, March 2015.
  • Reviewer 3rd International Conference on Frontiers of Intelligent Computing Theory and Applications, Bhubaneswar, Proceedings in Springer, AISC Series, 14-15 Nov. 2014.
  • Reviewer at 4th International Conference on Advancing, Computing, Communications and Informatics, Systems Man & Cybernetics, IEEE, August 2015 at SCMS, Kochi, Kerala.

Short-Term Course Organized

  • Organized 16 Days (05-June-2017 to 20-June-2017) short-term course on “Introduction to Java Technology” at department of CSE, KEC, Mohan Nagar, Ghaziabad.

Academic Activities

Teach many subjects at UG, PG and handle many activities assigned by department:

  • To plan and conduct guest lectures, seminars and workshops for students.
  • To identify and facilitate in conducting faculty development programs or conference.
  • To Coordinate FDP, Workshop, Seminar, Conference etc.
  • Evaluation, assignments, project work and exams for courses allotted by the department.
  • Lab coordinator as assigned by the department.
  • Evaluation of assignments and answer sheets, projects reports.
  • Able to interact with industry/academia for guest lectures, and seminars.

Non-Academic/Administrative Activities

To handle other activities and tasks assigned by department/organization:

  • To efficiently manage all non-academic administration work of the department.
  • To encourage colleagues to contribute articles to reputed journals in their respective disciplines.
  • Worked as a member of counselling team for counselling of 12th graduate students in July-2008.
  • Participated 5 times as an evaluator in UPTU-Exam and 4 times as an external examiner in UPTU-practical exams since 2007-2009.
  • Able to work for NAAC/NBA accreditation.

Other Professional Activities

  • Serve the community as a reviewer in various IEEE, Springer conferences; Springer, Elsevier, Inderscience journals; member of organizing committee.
  • Member program committee for organizing a workshop on PyDelhi-2016 at JNU, New Delhi.

Project / Training

  • Industrial Project: Human Resource Management System (HRMS)
    Organization : RM InfoTech, Noida (Training, June-Aug., 2006)
    Technologies : JDBC, Multithreading, Exception handling, Servlet, JSP, HTML
    Database : Oracle 9i
    Platform : Windows-XP
    Tools & IDE : Eclipse 5.0, MSVisio-2000
    Project Module: Training and Recruitment System
  • Academic Project
    Project : eMusicWorld Website, Submitted at NIET, Gr. Noida in 2006
    Front End : Jsp, Servlet, HTML
    Back End : Oracle 9i
    Web Server : Apache Tomcat 3.2
    Tools/IDE : NetBeans IDE 5.0, Textpad 8.1, Eclipse 4.5

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