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Dr RAJU G

BEd, MTech, MCA, MSc, PhD
PROFESSOR

COMPUTER SCIENCE AND ENGINEERING
SCHOOL OF ENGINEERING AND TECHNOLOGY
BANGALORE KENGERI CAMPUS
 Print Profile

Sl.No. Title Name of Periodical Periodicity Date
Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 A Fusion Based Approach for Blood Vessel Segmentation from Fundus Images by Separating Brighter Optic Disc Pattern Recognition and Image Analysis 27-Dec-2021 31 / 4 / 811-820

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,FARHA FATINA WAHID,SUGANDHI K
Title of Article A Fusion Based Approach for Blood Vessel Segmentation from Fundus Images by Separating Brighter Optic Disc
Name of Journal Pattern Recognition and Image Analysis
Volume No 31
Issue No 4
Page No 811-820
URL https://www.springer.com/journal/11493
Indexing Agency Web of Science and Scopus
Date of Publication 27-Dec-2021
2 SR-Mine: Adaptive Transaction Compression Method for Frequent Itemsets Mining Arabian Journal for Science and Engineering 16-Nov-2021 Online first / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,O JAMSHEELA
Title of Article SR-Mine: Adaptive Transaction Compression Method for Frequent Itemsets Mining
Name of Journal Arabian Journal for Science and Engineering
Volume No Online first
Issue No
Page No -
URL https://www.springer.com/journal/13369
Indexing Agency Web of Science and Scopus
Date of Publication 16-Nov-2021
3 A new framework for contour tracing using Euclidean distance mapping Int. J. Computational Vision and Robotics 01-Sep-2021 11 / 5 / 542-553

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,SOBHANA MARI S
Title of Article A new framework for contour tracing using Euclidean distance mapping
Name of Journal Int. J. Computational Vision and Robotics
Volume No 11
Issue No 5
Page No 542-553
URL https://www.inderscience.com/jhome.php?jcode=ijcvr
Indexing Agency Scopus
Date of Publication 01-Sep-2021
4 A Novel Threshold based Method for Vessel Intensity Detection and Extraction from Retinal Images International Journal of Advanced Computer Science and Applications 01-Jul-2021 12 / 6 / 546-554

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,FARHA FATINA WAHID, SUGANDHI K,DEBABRATA SWAIN,BISWARANJAN ACHARYA,MANAS RANJAN PRADHAN
Title of Article A Novel Threshold based Method for Vessel Intensity Detection and Extraction from Retinal Images
Name of Journal International Journal of Advanced Computer Science and Applications
Volume No 12
Issue No 6
Page No 546-554
URL https://thesai.org/Publications/IJACSA
Indexing Agency Scopus
Date of Publication 01-Jul-2021
5 Statistical features from frame aggregation and differences for human gait recognition Multimedia Tools and Applications 01-Mar-2021 online first / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,SUGANDHI K,FARHA FATNA WAHID
Title of Article Statistical features from frame aggregation and differences for human gait recognition
Name of Journal Multimedia Tools and Applications
Volume No online first
Issue No
Page No -
URL https://www.scopus.com/sourceid/25627
Indexing Agency Scopus
Date of Publication 01-Mar-2021
6 Parallelization of Frequent Itemset Mining Methods with FP-tree: An Experiment with PrePost+ Algorithm The International Arab Journal of Information Technology 01-Mar-2021 8 / 2 / 208-213

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,OLAKARA JAMSHEELA
Title of Article Parallelization of Frequent Itemset Mining Methods with FP-tree: An Experiment with PrePost+ Algorithm
Name of Journal The International Arab Journal of Information Technology
Volume No 8
Issue No 2
Page No 208-213
URL https://www.iajit.org/
Indexing Agency Scopus
Date of Publication 01-Mar-2021
7 An Empirical Study And Evaluation On Automatic Ear Detection International Journal of Computing 30-Dec-2020 19 / 4 / 575-582

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,RESMI K. R
Title of Article An Empirical Study And Evaluation On Automatic Ear Detection
Name of Journal International Journal of Computing
Volume No 19
Issue No 4
Page No 575-582
URL https://www.computingonline.net/computing
Indexing Agency Scopus
Date of Publication 30-Dec-2020
8 Automatic Skin Lesion Segmentation?A Novel Approach of Lesion Filling through Pixel Path Pattern Recognition and Image Analysis 01-Oct-2020 30 / 4 / 815-826

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,P. NIKESH
Title of Article Automatic Skin Lesion Segmentation?A Novel Approach of Lesion Filling through Pixel Path
Name of Journal Pattern Recognition and Image Analysis
Volume No 30
Issue No 4
Page No 815-826
URL https://www.scopus.com/sourceid/4700152485
Indexing Agency Scopus
Date of Publication 01-Oct-2020
9 Directional Vector-Based Skin Lesion Segmentation | A Novel Approach to Skin Segmentation International Journal of Image and Graphics 31-Jul-2020 20 / 3 / 2050021-1-2050021-14

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,NIKESH P
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 2050021-1-2050021-14
URL https://www.worldscientific.com/worldscinet/ijig
Indexing Agency Web of Science and Scopus
Date of Publication 31-Jul-2020
10 Cuda Implementation of Nonlocal Means Algorithm for GPU Processors Indian Journal of Computer Science and Engineering (IJCSE) 28-Feb-2020 11 / 1 / 66-75

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,FARHA FATINA WAHID,SUGANDHI K
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 66-75
URL http://www.ijcse.com/
Indexing Agency Scopus
Date of Publication 28-Feb-2020
11 Automatic 2D Ear Detection: A Survey International Journal Of Scientific & Technology Research 01-Nov-2019 8 / 11 / 3643-3647

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,RESMI K R
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 3643-3647
URL http://www.ijstr.org/final-print/nov2019/Automatic-2d-Ear-Detection-A-Survey.pdf
Indexing Agency Scopus
Date of Publication 01-Nov-2019
12 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 / 1715-1722

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,FOUSIA M SHAMSUDEEN
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 1715-1722
URL
Indexing Agency Scopus
Date of Publication 01-Aug-2019
13 An overlap-based human gait cycle detection International Journal of Biometrics 20-Mar-2019 11 / 2 / 148-159

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,SUGANDHI K,FARHA FATNA WAHID,NIKESH P
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 148-159
URL https://www.inderscience.com/jhome.php?jcode=ijbm
Indexing Agency Scopus
Date of Publication 20-Mar-2019
14 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 Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,FOUSIA SHAMSUDHEEN
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://www.sciencedirect.com/journal/informatics-in-medicine-unlocked
Indexing Agency Scopus
Date of Publication 01-Oct-2018
Sl.No. Title URL Subject Month Year
Sl.No. Type of Book Title Title of Book ISBN Month Year
Sl.No. Type of Book Title of Chapter/Article ISBN Month Year
1 Conference Proceedings Ear Recognition Using Pretrained Convolutional Neural Networks Oct 2021

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAJU G,K R RESMI,MAYANK SINGH,VIPIN TYAGI,P K GUPTS,JAN FLUSSEN,TUNCER OREN,V R SONAWANE
Title of Book Advances in Computing and Data Sciences
Title of Book/Chapter/Article/Case Study) Ear Recognition Using Pretrained Convolutional Neural Networks
Month/Year Oct/2021
ISBN
Pages 720 - 728
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
2 Conference Proceedings Rice Yield Forecasting in West Bengal Using Hybrid Model 978-981-16-4485-6 Aug 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,JOSEPH VARGHESE
Title of Book Data Science and Security
Title of Book/Chapter/Article/Case Study) Rice Yield Forecasting in West Bengal Using Hybrid Model
Month/Year Aug/2021
ISBN 978-981-16-4485-6
Pages 222 - 231
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
3 Conference Proceedings A Study on Emotion Identification from Music Lyrics 978-3-030-70713-2 May 2021

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) RAJU G,AFFREEN ARA,FAISAL SAEED,FATHE MOHAMMED,ABDULAZIZ AL-NAHARI
Title of Book Innovative Systems for Intelligent Health Informatics
Title of Book/Chapter/Article/Case Study) A Study on Emotion Identification from Music Lyrics
Month/Year May/2021
ISBN 978-3-030-70713-2
Pages 396 - 406
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
4 Conference Proceedings 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) RAJU G,SAMIKSHA SHUKLA
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
Indexing Agency Scopus
Level International publisher
5 Conference Proceedings 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) RAJU G,SAMIKSHA SHUKLA
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
Indexing Agency Scopus
Level International publisher
6 Conference Proceedings 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
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
Indexing Agency Scopus
Level International publisher
7 Conference Proceedings 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
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
Indexing Agency Scopus
Level International publisher
Sl.No. Type of Book Title Title of Case Study ISBN Month Year
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 Moderator/Chair 1st International Conference on Artificial Intelligence and machine vision 24/09/2021 Pandit Deendayal Energy University, Gujarat International
2 Conference Presenter International Conference on Data science, Computation and security RICE YIELD FORECASTING IN WEST BENGAL USING HYBRID MODEL 16/04/2021 Christ University International
3 Conference Moderator/Chair International Conference on Data Science, Computation and Security 16/04/2021 Christ University International
4 Conference Keynote Speaker Second International Conference on Artificial Intelligence and Society AI for Human Git Recognition 26/03/2021 Department of Computer Science, University of Kreala International
5 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
6 Conference Moderator/Chair ICMLIP-2020 28/11/2020 Vardhaman College of Engineering, Hydrabad International
7 Symposium Participant International Symposium on current trends in Research and inoovations 26/09/2020 Christ University International
8 Symposium Participant International symposium on Current Trends in Research and Inoovations 25/07/2020 Christ University International
9 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
10 Symposium Participant International symposium on Current Trends in Research and Innovation 20/06/2020 Christ University International
11 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
12 Conference Moderator/Chair International Conference on Advances in Computing and Data Science 12/04/2019 Inderprastha Engineering College, Ghaziabad International
13 Conference Moderator/Chair International Conference on data science and Communication 01/03/2019 Christ University International
14 Conference Co-presenter International Conference on data science and Communication 01/03/2019 Christ University International
15 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
16 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
15 Design of Cloud Based Content Management System Kashinath Chandelkar Birla institute of Technology, Ranchi
16 Human Gait Recognition Sugandhi K Kannur University February 2021
17 Fusion based approaches to medical image processing Farha Fatna Wahid Kannur University March 2021
18 Investigations on Bioinspired Algorithms for Networking Ananthalakshmi Ammal R University of Kerala
19 An Efficient Security Architecture for Secure Authentication and Data Sharing in Cloud Enabled Big Data Environment Uma Narayanan Cochin University of Science and Technology
20 Optimization of web page ranking of Personalized search using improved BM25F model S. Haseena St. Peter's Institute of Higher Education and Rese
21 Nature Inspired Optimization Algorithms for Automated Software Engineering Saju Sankar S University of Kerala
22 Development of Content based Image Retrieval Techniques for Medical Images Sneha Kugunavar Kuvempu University
Sl.No. Title of Invention Inventor(s) Filing Date
1 USE OF THE INTERNET OF THINGS IN CONNECTED PASSENGER CAR BEJOY B J,RAJU G 19-Nov-2021

Additional information

Title of Invention USE OF THE INTERNET OF THINGS IN CONNECTED PASSENGER CAR
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) BEJOY B J,RAJU G
Type of Specification Provisional
Type of Patent
Granted/Awarded Date
Publication/Application Date 03-Dec-2021
Application/Filing Date 19-Nov-2021
IPC Number
Publication Number ISSUE NO. 49/2021
Patent Number 202121053264 A
Field of Invention Communication
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 Role Date
1 PATENT LAW FOR ENGINEERS AND RESEARCHERS AICTE Training And Learning (ATAL) Academy National Participant 26/07/2021
2 FDP Christ University Institutional Participant 16/06/2021
3 Quality Improvement Program Staff Development College Participant 02/03/2021
4 Structuring Machine Learning Projects deeplearning,ai International Participant 01/10/2020
5 Programming for Everybody (course 1) Coursera International Participant 01/10/2020
6 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization Coursera International Participant 26/07/2020
7 Certificate Course on Digital Teachning Technology ICT Academy National Participant 29/06/2020
8 Neural Networks and Deep Learning Coursera International Participant 01/06/2020
9 ML and AI using COVID-19 data analysis Finland Labs National Participant 29/04/2020
10 Quality Improvement Program Academic Staff college Participant 22/04/2020
11 Python for Data Science and Machine Learning Bootcamp Udemy International Participant 20/04/2020
12 The Python Bible - Everything you need to Program in Python Udemy International Participant 20/04/2020
13 Cyber Privacy and Security Engineering Cyber Security CoE, KSCST and BMS institute of Technology and Management Regional Participant 12/10/2019
14 SUSTAINABLE WASTE MANAGEMENT DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING Institutional Participant 30/08/2019
15 DEEP LEARNING SWAYAM /NPTEL National Participant 25/07/2019
16 Teaching Pedagogy and Evaluation Process in OBE Department of Computer Science and Engineering Participant 20/05/2019
17 Block Chain Architecture Design and USe Cases NPTEL National Participant 21/01/2019
18 Scholarly Writing and Intellectual Ethics Christ (Deemed to be University) & Elsvier Institutional Participant 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
Sl.No. Faculties Theme of Consultancy Type
Sl.No. Applicants Title Date Published

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