The LNM Institute of Information Technology

personal_information Photo

Preety Singh

preety@lnmiit.ac.in

Date of joining:

01-12-2012

Department:

Computer Science Engineering


Summary


Biography

Image Processing, Pattern Recognition, Machine Learning, Deep Learning, Video Analytics, Adversarial Learning


Research Area

Deep Learning, Pattern Recognition, Multimedia Processing, Adversarial Networks

Personal information

Name

Designation

Department

ORCID

Scopus_link

Website

Dr. Preety Singh

Associate Professor

Computer Science Engineering

https://lnmiit.ac.in

Education

Degree/DiplomaInstitute/ OrganizationYearBranch/Specialization
1Ph. D. Doctor of PhilosophyMNIT, Jaipur2013Computer Science & Engineering
2M. Tech. Master of TechnologyIIT Delhi1990Integrated Electronics & Circuits
3B.E. Bachelor of EngineeringMNREC Allahabad1989Electrical Engineering

Experience

Name of OrganizationPost/DesignationDuration FromDuration To
1LNMIIT, Jaipur20122024
2BMIT, JaipurDean, Student Affairs20062009
3Precision Rollers & Bearings19922005

Patents

TypeTitleStatusApplication No
1IndianA Standalone Security Device and System for Initiating a Preemptive Action for Providing a Safe Environment to Women in a VehiclePublished201911034742 A

Publications

1Pratham Khandelwal, Ishita Mittal, Dakshita Poddar, Preety Singh, Age Invariant Face Recognition Using Deep Sub-Pixel Resolution Features, 21st OITS International Conference on Information Technology (OCIT 2023), December 2023
2Avinav Jain, Shubham Agrawal, Gaurav Singh Chauhan, Sai Shruti I, and Preety Singh, Badminton Shot Recognition with LSTM Network, 5th International Conference on Deep Learning, Artificial Intelligence and Robotics (ICDLAIR 2023), December 2023
3Abhishek Yadav, Nisarg Jain, Lakshay Sharma, Preety Singh, SentiMatch: Sentiment Analysis of Multi-Modal Social Media Posts", , 10th IEEE International Conference on Signal Processing & Integrated Networks (SPIN 2023), pp. 109-115. MAR 2023 IndexedIn : [Scopus],
4 Ankita Sharma, Preety Singh, Regenerated Image Texture Features for COVID-19 Detection in Lung Images", Singh, P. In: Gade, R., Felsberg, M., Kämäräinen, JK. (eds) Image Analysis. Lecture Notes in Computer Science, 22nd Scandinavian Conference on Image Analysis (SCIA 2023), pp. 268-278, vol 13885. Springer, Cham (2023) APRIL 2023 IndexedIn : [WoS],

Expert lectures

MonthYearInformation
1January2023“Object Detection State-of-Art Techniques”, ATAL FDP on “Advanced Computational Intelligence Techniques for Engineering and Science Applications”, Malaviya National Institute of Technology, Jaipur, January 16-20, 2023
2March2022“Introduction to Deep Neural Networks’, 4th International Workshop on Multimedia Applications, The LNM Institute of Information Technology, Jaipur, March 14-18, 2022
3November2022“Deep Learning: Concepts, Models and Applications” in One Week Faculty Development Program on “Recent Trends and Advancements in Computer Science & Engineering” Swami Keshvanand Institute of Technology, Management & Gramothan, Jaipur, 21st -25th November, 2022
4March2021Hands-on session on “OpenCV for Computer Vision”, 3rd International Workshop on Multimedia Applications, The LNM Institute of Information Technology, Jaipur, March 2-6, 2021
5August2020"Introduction to Image Processing", AICTE-AQIS sponsored first Short Term Training Programme (STTP) on "Image Processing and its Application", Poornima Institute of Engineering & Technology, Jaipur, August 24-29, 2020
6August2020"Morphological Image Processing and Image Compression", AICTE-AQIS sponsored first Short Term Training Programme (STTP) on "Image Processing and its Application", Poornima Institute of Engineering & Technology, Jaipur, August 24-29, 2020
7September2020“Image Morphology”, AICTE-AQIS sponsored One Week Short Term Training Programme (STTP) on “Image Processing and its Application”, Poornima Institute of Engineering & Technology, Jaipur, September 21 -26, 2020
8February2019Hands-on session on “Basics of Image Processing with MATLAB”, International Workshop on Multimedia Applications, The LNM Institute of Information Technology, Jaipur, February 12-16, 2019
9May2019"Technical Writing using Open Source Tools" on May 24, 2019. Poornima University, Jaipur, May 24, 2019
10March2018Keynote Speaker, The Smart City Convergence 2018 at Poornima Institute of Engineering and Technology, Jaipur; delivered talk on "Tourism: In Context of a Smart City"
11January2017Invited Speaker at TEQIP-II sponsored workshop on “Recent Trends in Digital Image Processing & Computer Vision” at RTU, Kota; delivered talk on "Color Image Representation, Colour Models, Pseudo Colouring, Colour Transforms"
12November2014Invited speaker at 4th National Conference on Emerging Technologies in Computer Engineering: NCETCE-2014 at Swami Keshvanand Institute of Technology, Jaipur; delivered talk on "Prominent Features for Visual Speech Recognition"
13November2022Expert Talk on "Deep Learning: Concepts, Models and Applications" in One Week FDP On “Recent Trends and Advancements in Computer Science & Engineering” (21st-25th November, 2022) at SKIT Jaipur

Workshop attended

TypeMonthYearInformation
1Short Term CourseJuly202312-weeks NPTEL-AICTE Faculty Development Program on "Deep Learning"
2TrainingFebruary2021Data Science using Python Programming Five days Industrial Training Program organized by IIPM – Kansbahal, Odisha in association with Pantech Learning
3TrainingJuly2021AICTE Training And Learning (ATAL) Academy Online Elementary FDP on "Artificial Intelligence for Computer Vision" at Indian Institute of Technology, Roorkee
4FDPJuly20202-weeks online Faculty Development Programme on “Machine Learning for Computer Vision” jointly organized by Electronics and ICT Academies of the Ministry of Electronics and Information Technology (MeitY), Government of India
5TrainingAugust2020National Level workshop on "Practical Approach on Computer Vision" organized by NIT, Surathkal, in association with Pantech eLearning
6WorkshopSeptember2020National Level workshop on "Machine Learning: A Practical approach" by NIT, Surathkal and Pantech eLearning
7Short Term CourseDecember2020One Week Short term Course on "Advances in Deep Architectures for Signal, Image and Vision Applications" organized by Computer Vision & Biometrics Lab (CVBL), Indian Institute of Information Technology, Allahabad
8Short Term CourseDecember2019Deep Learning Specialization by Prof. Andrew Ng, offered by Coursera
9Short Term CourseOctober2017GIAN course on Analytical Reasoning & Experiential Learning With Applications to Software and Program Analysis organized at MNIT, Jaipur
10Short Term CourseMarch2016Big Data Specialization by University of California, offered by Coursera
11Short Term CourseMay2016Instructional Excellence in Intelligent Systems (Intel) LNMMIT, Jaipur
12Short Term CourseJanuary2015Learning Business Intelligence using IBM Cognos, LNMIIT, Jaipur
13Short Term CourseFebruary2015Fundamentals of Big Data with Hadoop using InfoSphere BigInsight, LNMIIT, Jaipur
14Short Term CourseAugust2015SAP, LNMIIT, Jaipur
15Short Term CourseOctober2014Essentials of Software Engineering (OOAD & SDLC) using IBM Rational, LNMIIT, Jaipur
16Short Term CourseDecember2014Fundamentals of Information Management (DBMS) & DB2 Programming, LNMIIT, Jaipur
17Short Term CourseDecember2013Workshop on Biometrics and Privacy Protection, MNIT, Jaipur
18Short Term CourseSeptember2012Short-term course on Machine Learning, conducted by Malaviya National Institute of Technology, Jaipur
19Short Term CourseMarch2011Workshop on Public Key Infrastructure (PKI) conducted by Centre for Development of Advanced Computing (C-DAC), Bangalore, under PKI Outreach Programme (POP) project of DIT, MCIT, at MNIT, Jaipur
20Short Term CourseFebruary2010Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2010), LNM Institute of Informtion Technology, Jaipur

Workshop conducted

TypeMonthYearInformation
1WorkshopMarch2021Organizing Chair, International Conference on Multimedia Applications, LNMIIT, Jaipur, India
2Conference - InternationalFebruary2019Convenor, International Conference on Multimedia Applications (IWMA 2019), LNMIIT, Jaipur, India
3WorkshopMay2019Conducted one day workshop on "Technical Writing using Open Source Tools", Poornima University, Jaipur
4Conference - InternationalMarch2018Session Chair, Special Session on Images and Videos in IoT at 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT 2018) Malaviya National Institute of Technology (MNIT), Jaipur
5Conference - NationalFebruary2017Chair, Local Organizing Committee, Innovations in Software Engineering Conference at LNMIIT, Jaipur, India
6Conference - InternationalDecember2016Co-Chair, Organizing Committee, 12th International Conference on Information Systems Security at MNIT, Jaipur, India
7WorkshopJanuary2015Sponsorship Chair, Workshop on Modeling, Simulation and Computational Technique at LNMIIT, Jaipur, India
8Conference - InternationalFebruary2014Chair, Organizing Committee, International Conference on Emerging Trends in Information Technology at LNMIIT, Jaipur, India
9Conference - NationalFebruary2013Organizing Committee, 27th National Convention & National Seminar on Latest Advancements in Computer Engineering at Institution of Engineers, Jaipur, India