Department of Computer Science & Engineering The LNM Institute of Information Technology

Dr. Preety Singh

Personal Information


Name Dr. Preety Singh
Designation Associate Professor & HoD
Department Computer Science & Engineering
URL
Date of Joining 01/12/2012
Research Area :
Image Processing, Pattern Recognition, Machine Learning, Deep Learning, Data Science

Courses Taught

UG Courses Computer Programming, Computer Organization & Architecture, Operating Systems, Digital Image Processing, Multimedia Processing & Applications
PG Courses Information Retrieval & Web Search, Data Mining

Contact Information


Address Jawahar Nagar,
City JAIPUR
State RAJASTHAN
Country INDIA
Email Address preety@lnmiit.ac.in
Phone [Mobile] -
Office Extension 1407

Academic Information


Degree/Diploma Institute/ Organization Year Branch/Specialization
3 Ph. D.   (Doctor of Philosophy ) NIT Jaipur 2013 Image Processing
2 M. Tech.   (Master of Technology ) IIT Delhi 1990 Integrated Electronics & Circuits
1 B.E.   (Bachelor of Engineering ) MNREC Allahabad 1989 Electrical Engineering

Research Publications


 
1 Preety Singh, “Enhancing Visual Speech Recognition with Lip Protrusion Estimation”, Hassanien, A., Olivia, D. (eds.) Advances in Soft Computing and Machine Learning in Image Processing, Studies in Computational Intelligence, vol. 730, Springer, Cham, Online ISBN 978-3-319-63754-9, pp. 519-536      2018      


2 Deepank Agarwal, Chirag Bhatia, Mthun Sai, Rohit Hinduja, Preety Singh, “A Comparison Between Image Metadata and Visual Features to Classify Social Media Images,” International Conference on Advances in Image Processing (ICAIP 2017), pp. 85-89    AUG  2017      


3 Saroj Bijarnia, Preety Singh, “Pyramid Binary Pattern for Age Invariant Face Verification”, 13th International Conference on Signal Image Technology and Internet-Based Systems (SITIS 2017)    DEC  2017      


4 Vanika Singhal and Preety Singh, “Selected Shape and Texture Features for Automatic Detection of Acute Lymphoblastic Leukemia”, Biomedical Signal and Image Processing in Patient Care, IGI Global, pp. 162-183      2017      


5 Saroj Bijarnia, Preety Singh, “Age Invariant Face Recognition using Minimal Geometrical Facial Features,” Advanced Computing and Communication Technologies: Proceedings of the 9th International Conference on Advanced Computing and Communication Technologies 2015, Springer, Panipat, India, pp. 71-77      2016      


6 Vanika Singhal, Preety Singh, “Texture Features for the Detection of Acute Lymphoblastic Leukemia,” International Conference on Information and Communication Technology for Sustainable Development (ICT4SD - 2015), Volume 2 Springer AISC series, Ahmedabad, India, pp.535-543    JULY  2016      


7 Preety Singh, Vijay Laxmi, Manoj Singh Gaur, “Visual Speech Recognition with Selected Boundary Descriptors”, Image Feature Detectors: Foundations, Innovations, and Applications, Springer, pp. 367-383      2016      


8 Vanika Singhal, Preety Singh, “Correlation based Feature Selection for Diagnosis of Acute Lymphoblastic Leukemia,” Third International Symposium on Women in Computing and Informatics (WCI-2015), ACM, Kochi, India, pp. 5-9    AUG  2015      


9 Ankita Sharma, Preety Singh, “A Comparative Study of Frequency Domain Based Approaches for Image Tamper Detection,” TENCON 2015, Macau, China, pp. 1-4    NOV  2015      


10 Saroj Bijarnia, Preety Singh, “Age Invariant Face Recognition using Minimal Geometrical Facial Features,” Advanced Computing and Communication Technologies: Proceedings of the 9th International Conference on Advanced Computing and Communication Technologies 2015, Springer, Panipat, India, pp. 71-77      2015      


11 Vanika Singhal, Preety Singh, “Local Binary Pattern for Detection of Acute Lymphoblastic Leukemia,” 20th National Conference On Communications (NCC-2014), Kanpur, India, pp. 1-5    MAR  2014      


12 Sai Siddharth Kota, Raja Massand, Abhinaya Agrawal and Preety Singh, “Digital Enhancement of Indian Manuscript, Yashodhar Charitra,” The Sixth International Conference on Wireless & Mobile Networks (WiMoNe - 2014) Sydney, Australia, Volume 4, Number 12, pp. 199-207.    DEC  2014      


13 Preety Singh, Vijay Laxmi, Manoj Singh Gaur, "Near-Optimal Geometric Feature Selection for Visual speech Recognition", International Journal of Pattern Recognition and Artificial Intelligence, vol. 27, No. 8,      2013      


14 Sahil Ahlawat, Anubhav Goel, Surabhi Prasad, Preety Singh, “Offline Signature Verification Using Local Binary Pattern and Octave Pattern,” 5th International Conference on Graphic and Image Processing,Proc. SPIE, vol. 9069, IACSIT, Hong Kong, China.    OCT  2013      


15 Ayush Kumar, Kritika Agrawal, Abhinash Kumar Jha, Saurabh, Preety Singh, “An Efficient Thresholding Technique For Segmentation of Phonocardiographic Signals,” 17th IEEE SPA Conference on Algorithms, Architectures, Arrangements, and Applications, Poznan, Poland, pp. 154-157    SEPT  2013      


16 Preety Singh, Vijay Laxmi, Manoj Singh Gaur, “Visual Speech As Behavioral Biometric”, Advances in Biometrics for Secure Human Authentication and Recognition, Taylor and Francis (CRC Press), ISBN 978-1466-5824-22      2013      


17 Preety Singh, V. Laxmi, M.S. Gaur, “Lip Peripheral Motion for Visual Surveillance,” 5th International Conference on Security of Information and Networks, ACM, Jaipur, India, pp. 173-177.    NOV  2012      


18 Preety Singh, V. Laxmi, M.S. Gaur, ''n-Gram Modeling of Relevant Features for Lip-Reading," International Conference on Advances in Computing, Communications and Informatics, ACM, Chennai, India, pp. 1199-1204    AUG  2012      


19 Preety Singh, V. Laxmi, M.S. Gaur, “Relevant MRMR Features for Visual Speech Recognition,” International Conference on Recent Advances in Computing and Software Systems, IEEE, Chennai, India, pp.148-153    APRIL  2012      


20 Preety Singh, V. Laxmi, M.S. Gaur, “Speechreading using Modified Visual Feature Vectors”, Emerging Applications of Natural Language Processing: Concepts and New Research, IGI-Global, ISBN 978-1-4666-2169-5, pp. 292-315.      2012      


21 Deepika Gupta, Preety Singh, V. Laxmi, M.S. Gaur, “Boundary Descriptors for Visual Speech Recognition,” 26th International Symposium on Computer and Information Sciences, Springer, London, UK, pp. 307-313    SEPT  2011      


22 Preety Singh, Deepika Gupta, V. Laxmi, M.S. Gaur, “Contribution of Oral Periphery on Visual Speech Intelligibility,” First International Conference on Advances in Computing and Communications, Springer, Kochi, India, pp. 183-190    JULY  2011      


23 Preety Singh, V. Laxmi, M.S. Gaur, “Speaker Identification using Optimal Lip Biometrics,” 5th IAPR International Conference on Biometrics, IEEE, New Delhi, India, pp. 472-477    APRIL  2011      


24 Deepika Gupta, Preety Singh, V. Laxmi, M.S. Gaur, “Comparison of Parametric Visual Features For Speech Recognition,” International Conference on Network Communication and Computer, IEEE, New Delhi, India, pp. 432-435    MAR  2011      


25 Preety Singh, V. Laxmi, Deepika Gupta, M.S.Gaur, “Lipreading Using n-gram Feature Vector”, 3rd International Conference on Computational Intelligence in Security for Information Systems, Springer-Verlag, Leon, Spain, pp. 81-88    NOV  2010      


26 Preety Singh, Ramprasad Jat, V. Laxmi, M.S. Gaur, “n-Gram Modeling for Visual Speech Recognition”, TENCON2010, IEEE Region 10 Conference, Fukuoka, Japan, pp. 2269-2274    NOV  2010      


27 Preety Singh, V. Laxmi, M.S. Gaur, “Audio-Visual Speech Recognition using Hidden Markov Models,” UGC National Conference on New Advances in Core Computing and Their Challenges, Jodhpur, India    MAR  2010      


28 Preety Singh, “The Need of High Temperature Electronics,” National Conference on Recent Advancement in Engineering & Technology, Ajmer, India    APRIL  2008      


29 Preety Singh, “FPGA: Architecture and Performance Comparison,” ISTE 4th National Conference on Innovative Developments in Engineering Applications, Sangrur, India, pp.5-8    APRIL  2008      


Academic Experience

 
Name of Institute Post/Designation Duration From Duration To
1 LNMIIT, Jaipur 2012 2020
2 BMIT, Jaipur 2006 2009

Industrial Experience

 
Name of Industry Post/Designation Duration From Duration To
1 Precision Rollers & Bearings 1992 2005

Training/Conferences/Short Term Courses Attended

Type Month Year Information
1 JULY 2020 2-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
2 Training AUG 2020 National Level workshop on "Practical Approach on Computer Vision" organized by NIT, Surathkal, in association with Pantech eLearning
3 Workshop SEPT 2020 National Level workshop on "Machine Learning: A Practical approach" by NIT, Surathkal and Pantech eLearning
4 Short Term Course DEC 2020 One 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
5 DEC 2019 Deep Learning Specialization by Prof. Andrew Ng, offered by Coursera
6 OCT 2017 GIAN course on Analytical Reasoning & Experiential Learning With Applications to Software and Program Analysis organized at MNIT, Jaipur
7 MAR 2016 Big Data Specialization by University of California, offered by Coursera
8 MAY 2016 Instructional Excellence in Intelligent Systems (Intel) LNMMIT, Jaipur
9 JAN 2015 Learning Business Intelligence using IBM Cognos, LNMIIT, Jaipur
10 FEB 2015 Fundamentals of Big Data with Hadoop using InfoSphere BigInsight, LNMIIT, Jaipur
11 AUG 2015 SAP, LNMIIT, Jaipur
12 OCT 2014 Essentials of Software Engineering (OOAD & SDLC) using IBM Rational, LNMIIT, Jaipur
13 DEC 2014 Fundamentals of Information Management (DBMS) & DB2 Programming, LNMIIT, Jaipur
14 DEC 2013 Workshop on Biometrics and Privacy Protection, MNIT, Jaipur
15 SEPT 2012 Short-term course on Machine Learning, conducted by Malaviya National Institute of Technology, Jaipur
16 MAR 2011 Workshop 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
17 FEB 2010 Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2010), LNM Institute of Informtion Technology, Jaipur

Training/Conferences/Short Term Courses Conducted

Type Month Year Information
1 Short Term Course AUG 2020 Hands-on session on Morphological Image Processing using OpenCV in 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
2 FEB 2019 Convenor, International Conference on Multimedia Applications (IWMA 2019), LNMIIT, Jaipur, India
3 MAY 2019 Conducted one day workshop on "Technical Writing using Open Source Tools", Poornima University, Jaipur
4 MAR 2018 Session 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
5 FEB 2017 Chair, Local Organizing Committee, Innovations in Software Engineering Conference at LNMIIT, Jaipur, India
6 DEC 2016 Co-Chair, Organizing Committee, 12th International Conference on Information Systems Security at MNIT, Jaipur, India
7 JAN 2015 Sponsorship Chair, Workshop on Modeling, Simulation and Computational Technique at LNMIIT, Jaipur, India
8 FEB 2014 Chair, Organizing Committee, International Conference on Emerging Trends in Information Technology at LNMIIT, Jaipur, India
9 OCT 2014 Conducted one day workshop on Research in Image Processing using MATLAB, Poornima Institute of Engineering & Technology, Jaipur
10 FEB 2013 Organizing Committee, 27th National Convention & National Seminar on Latest Advancements in Computer Engineering at Institution of Engineers, Jaipur, India

Expert Lectures

  1. "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 AUG  2020
  2. "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 AUG  2020
  3. Keynote Speaker, The Smart City Convergence 2018 at Poornima Institute of Engineering and Technology, Jaipur; delivered talk on "Tourism: In Context of a Smart City" MAR  2018
  4. Invited 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" JAN  2017
  5. Invited 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" NOV  2014
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