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Dr RAJU G

MTech, MCA, MSc, PhD
PROFESSOR


COMPUTER SCIENCE AND ENGINEERING
SCHOOL OF ENGINEERING AND TECHNOLOGY
KENGERI CAMPUS

Name Programme Institution Year of Passing
PG MTech Manonmanium Sundaranar University 2010
PhD PhD University of Kerala 2003
Others MCA University of Kerala 1991
Others DIPLOMA University of Kerala 1990
Others BEd University of Calicut 1988
Others MSc University of Kerala 1986
Degree BSc University of Kerala 1983
Sl.No. Title Name of Periodical Periodicity Date
Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 Directional Vector-Based Skin Lesion Segmentation | A Novel Approach to Skin Segmentation International Journal of Image and Graphics 31-Jul-2020 20 / 3 /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) RAJU G,NIKESH PRAJU G
Title of Article Directional Vector-Based Skin Lesion Segmentation | A Novel Approach to Skin Segmentation
Name of Journal International Journal of Image and Graphics
Volume No 20
Issue No 3
Page No
URL
Date of Publication 31-Jul-2020
2 Cuda Implementation of Nonlocal Means Algorithm for GPU Processors Indian Journal of Computer Science and Engineering (IJCSE) 28-Feb-2020 11 / 1 /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) FARHA FATINA WAHID,SUGANDHI K,RAJU GRAJU G
Title of Article Cuda Implementation of Nonlocal Means Algorithm for GPU Processors
Name of Journal Indian Journal of Computer Science and Engineering (IJCSE)
Volume No 11
Issue No 1
Page No
URL
Date of Publication 28-Feb-2020
3 Automatic 2D Ear Detection: A Survey INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH 01-Nov-2019 8 / 11 /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) RAJU G,RESMI K RRAJU G
Title of Article Automatic 2D Ear Detection: A Survey
Name of Journal INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH
Volume No 8
Issue No 11
Page No
URL http://www.ijstr.org/final-print/nov2019/Automatic-2d-Ear-Detection-A-Survey.pdf
Date of Publication 01-Nov-2019
4 A Novel Equalization scheme for the selective enhancement of optical disk and cup regions and background suppression in fundus imagery TELKOMNIKA 01-Aug-2019 17 / 4 /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) RAJU G,FOUSIA M SHAMSUDEENRAJU G
Title of Article A Novel Equalization scheme for the selective enhancement of optical disk and cup regions and background suppression in fundus imagery
Name of Journal TELKOMNIKA
Volume No 17
Issue No 4
Page No
URL
Date of Publication 01-Aug-2019
5 An overlap-based human gait cycle detection International Journal of Biometrics 20-Mar-2019 11 / 2 /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) RAJU G,SUGANDHI K,FARHA FATNA WAHID,NIKESH PRAJU G
Title of Article An overlap-based human gait cycle detection
Name of Journal International Journal of Biometrics
Volume No 11
Issue No 2
Page No
URL
Date of Publication 20-Mar-2019
6 An objective function based technique for devignetting fundus imagery using MST Informatics in Medicine Unlocked 01-Oct-2018 article in press / article in press /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) RAJU G,FOUSIA SHAMSUDHEENRAJU G
Title of Article An objective function based technique for devignetting fundus imagery using MST
Name of Journal Informatics in Medicine Unlocked
Volume No article in press
Issue No article in press
Page No
URL https://doi.org/10.1016/j.imu.2018.10.001
Date of Publication 01-Oct-2018
7 A Review on Texture Descriptors in 2D Ear Recognition International Journal of Computer Sciences and Engineering 01-Sep-2018 6 / 7 /

Additional information

Category
Sole Authored /Co Authored
Author Name (s) RAJU G,RESMI K RRAJU G
Title of Article A Review on Texture Descriptors in 2D Ear Recognition
Name of Journal International Journal of Computer Sciences and Engineering
Volume No 6
Issue No 7
Page No
URL www.ijcseonline.org
Date of Publication 01-Sep-2018
Sl.No. Title URL Subject Month Year
Sl.No. Type of Book Title Title of Book/Chapter/Article/Case Study) ISBN Month Year
1 Conference Proceedings Data Science and Security, Lecture Notes in Networks and Systems Diabetic Retinopathy Detection Using Convolutional Neural Network?A Study 978-981-15-5308-0 Jan-2021

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) SAMIKSHA SHUKLA,RAJU G
Title of Book Data Science and Security, Lecture Notes in Networks and Systems
Title of Book/Chapter/Article/Case Study) Diabetic Retinopathy Detection Using Convolutional Neural Network?A Study
Month/Year Jan/2021
ISBN 978-981-15-5308-0
Pages 127 - 133
Publishing Company/Institution Springer
Level International publisher
2 Conference Proceedings Data Science and Security, Lecture Notes in Network and Systems TreeXP?An Instantiation of XPattern Framework 978-981-15-5308-0 Dec-2020

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) SAMIKSHA SHUKLA,RAJU G
Title of Book Data Science and Security, Lecture Notes in Network and Systems
Title of Book/Chapter/Article/Case Study) TreeXP?An Instantiation of XPattern Framework
Month/Year Dec/2020
ISBN 978-981-15-5308-0
Pages 61 - 69
Publishing Company/Institution Springer
Level International publisher
3 Conference Proceedings Communications in Computer and Information Science Discriminative Gait Features Based on Signal Properties of Silhouette Centroids Jul-2019

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAJU G,K SUGANDHI,M SINGH,P K GUPTA,V TYAGI,J FLUSSER,T OREN,R KASHYAP,RAJU G
Title of Book Communications in Computer and Information Science
Title of Book/Chapter/Article/Case Study) Discriminative Gait Features Based on Signal Properties of Silhouette Centroids
Month/Year Jul/2019
ISBN
Pages 680 - 688
Publishing Company/Institution Springer
Level International publisher
4 Conference Proceedings Communications in Computer and Information Science An Efficient Preprocessing Step for Retinal Vessel Segmentation via Optic Nerve Head Exclusion Jul-2019

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAJU G,FARHA FATNA WAHID,M SINGH ,P K GUPTA,V TYAGI,J FLUSSER,,T OREN, ,R KASHYAP,RAJU G
Title of Book Communications in Computer and Information Science
Title of Book/Chapter/Article/Case Study) An Efficient Preprocessing Step for Retinal Vessel Segmentation via Optic Nerve Head Exclusion
Month/Year Jul/2019
ISBN
Pages 228 - 239
Publishing Company/Institution Springer
Level International publisher
Sl.No. Title Abstract Objectives Type Sponsors
Sl.No. Title Place of Publication ISBN No. Month Year
Sl.No. Type of Program Role Name of Program Title of Paper Date Organising Institution Level
1 Conference Presenter 5th International conference of Reliable Information and communication Technology 2020 A Study on Emotion Analysis from Music Lyrics 21/12/2020 Yemeni Scientists Research Group International
2 Conference Moderator/Chair ICMLIP-2020 28/11/2020 Vardhaman College of Engineering, Hydrabad International
3 Symposium Participant International Symposium on current trends in Research and inoovations 26/09/2020 Christ University International
4 Symposium Participant International symposium on Current Trends in Research and Inoovations 25/07/2020 Christ University International
5 Conference Presenter 2nd international conference on Emerging Technologies in Data Mining and information Security Automated Multi-modal Biometric system with Ear and Side Profile face for human Identification 02/07/2020 Christ University International
6 Symposium Participant International symposium on Current Trends in Research and Innovation 20/06/2020 Christ University International
7 Conference Presenter International Conference on Data Science and Computational Security Diabetic Retinopathy Detection using Convolutional Neural Network ? a Study 13/03/2020 Christ University International
8 Conference Moderator/Chair International Conference on Advances in Computing and Data Science 12/04/2019 Inderprastha Engineering College, Ghaziabad International
9 Conference Moderator/Chair International Conference on data science and Communication 01/03/2019 Christ University International
10 Conference Co-presenter International Conference on data science and Communication 01/03/2019 Christ University International
11 Conference Presenter nternational Conference on data science and Communication LENN -Lapalacian probability based extended KNN classifier for Web page retrieval 01/03/2019 Christ University International
12 Conference Keynote Speaker Two day NAtional Conference on Emerging Technologies in Computer Science Recent trends in Computer Science 08/02/2019 Sree Ayyappa College, Chengannur, Kerala National
Sl.No. Title of the Program Name of the Program Date Name of the Institution
Sl.No. Title Genre Producer Copyrights
Sl.No. Title Guide Name Institution Month Year
Sl.No. Title Name of Student Institution Month Year
1 Machine Recognition of Malayalam palm leaf documents Geena K P Kannur University October 2018
2 HUMAN TOUNGE IMAGE ANALYSIS BY SIGN CHANGE REFLECTIONS FOR EFFECTIVE DIAGNISIS OF DISEASES UMA DEVI G ANNA UNIVERSITY
3 EFFICIENT OPTIMIZATION TECHNIQUES IN DISTRIBUTED DATA MINING G G GOKULAM PRIST (DEEMED TO BE UNIVERSITY)
4 A NOVEL PROTOTYPE DESIGN FOR PERSONALIZED SYSTEM FOR INFORMATION HUBS ON INFORMATION SHARING IN ONLINE SOCIAL NETWORKS H JAYAMANGALA PERIYAR UNIVERSITY
5 DESIGN AND ANALYSIS MACHINE SYSTEMS OF AUTOMATIC BANK CHEQUE PROCESSING RAGHAVENDRA S P KUVEMPU UNIVERSITY
6 CERTAIN INVESTIGATION ON IMAGE RETREIVAL AND OBJECT RECOGNITION USING INTELLIGENT TECHNIQUES SENTHIL KUMAR K ANNA UNIVERSITY
7 Clustering Algorithms and its Applications in Data Mining Shyamkumar K Mahatma Gandhi University January 2020
8 Big Data Analytics for Bioinformatics Vineetha V University of Kerala
9 Design and Development of Automated Liver Tumor Segmentation and Classification Sreeraj R Bharathiar University December 2019
10 Elicita - an Efficient Prototyping Tool for requirement Elicitation with stake holder analysis Jaya Vijayan Bharathiar University September 2019
11 An Intelligent Hybrid Feature Ensemble Model and Mixed CNN for Prediction of Mental Depression Disorder using Tweets Vivek R Anna University
12 Design and Development of a Framework for the Automated Diagnosis of Glaucoma FOUSIA SHAMSUDHEEN MHATMA GANDHI UNIVERSITY August 2020
13 MAPREDUCE BASED PARTITIONAL CLUSTERING ALGORITHMS FOR HANDLING LARGE SCALE DATA LAKSHMI K Anna University
14 Studies into Characterizing and Negating Certain Noise Signals Sajil C K University of Kerala
Sl.No. Title of Invention Inventor(s) Filing Date
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
Sl.No. Name of the Conference/Seminar Name of Organiser Level Date
Sl.No. Name of the Workshop/FDP/Training programme Name of Oraganiser Level Date
1 Structuring Machine Learning Projects deeplearning,ai International 01/10/2020
2 Programming for Everybody (course 1) Coursera International 01/10/2020
3 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization Coursera International 26/07/2020
4 Certificate Course on Digital Teachning Technology ICT Academy National 29/06/2020
5 Neural Networks and Deep Learning Coursera International 01/06/2020
6 ML and AI using COVID-19 data analysis Finland Labs National 29/04/2020
7 Quality Improvement Program Academic Staff college 22/04/2020
8 Python for Data Science and Machine Learning Bootcamp Udemy International 20/04/2020
9 The Python Bible - Everything you need to Program in Python Udemy International 20/04/2020
10 Cyber Privacy and Security Engineering Cyber Security CoE, KSCST and BMS institute of Technology and Management Regional 12/10/2019
11 SUSTAINABLE WASTE MANAGEMENT DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING Institutional 30/08/2019
12 DEEP LEARNING SWAYAM /NPTEL National 25/07/2019
13 Teaching Pedagogy and Evaluation Process in OBE Department of Computer Science and Engineering 20/05/2019
14 Block Chain Architecture Design and USe Cases NPTEL National 21/01/2019
15 Scholarly Writing and Intellectual Ethics Christ (Deemed to be University) & Elsvier Institutional 27/08/2018
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 IBAE awards -Distinguished Educator award GISR Foundation and The American College of Dubai 31 October 2019

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