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Dr RAJU G

MTech, MCA, MSc, PhD
SCHOOL OF ENGINEERING AND TECHNOLOGY

Articles in Journals

Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 Machine Learning-Based Classification of Autism Spectrum Disorder across Age Groups Engineering Proceedings 01-Jul-2024 62 / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RESMI K R,RAJU G,POORNIMA N V,BINDU GEORGE,NEETHA THOMAS
Title of Article Machine Learning-Based Classification of Autism Spectrum Disorder across Age Groups
Name of Journal Engineering Proceedings
Volume No 62
Issue No
Page No -
URL https://www.mdpi.com/journal/engproc
Date of Publication 01-Jul-2024
2 Addressing the complexities of postoperative brain MRI cavity segmentation?a comprehensive review Bulletin of Electrical Engineering and Informatics 01-Jul-2024 13 / 5 / 3463-3469

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,SATHISH P K
Title of Article Addressing the complexities of postoperative brain MRI cavity segmentation?a comprehensive review
Name of Journal Bulletin of Electrical Engineering and Informatics
Volume No 13
Issue No 5
Page No 3463-3469
URL https://www.beei.org/index.php/EEI
Date of Publication 01-Jul-2024
3 Advancing Brain Tumor Segmentation in MRI Scans: Hybrid Attention-Residual UNET with Transformer Blocks International journal of online and biomedical engineering 12-Apr-2024 20 / 6 / 103-115

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,SATHISH P K
Title of Article Advancing Brain Tumor Segmentation in MRI Scans: Hybrid Attention-Residual UNET with Transformer Blocks
Name of Journal International journal of online and biomedical engineering
Volume No 20
Issue No 6
Page No 103-115
URL https://online-journals.org/index.php/i-joe
Date of Publication 12-Apr-2024
4 Enhanced Postoperative Brain MRI Segmentation with Automated Skull Removal and Resection Cavity Analysis Journal of Computer Science 19-Mar-2024 20 / 5 / 585-593

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,SATHISH P K
Title of Article Enhanced Postoperative Brain MRI Segmentation with Automated Skull Removal and Resection Cavity Analysis
Name of Journal Journal of Computer Science
Volume No 20
Issue No 5
Page No 585-593
URL https://thescipub.com/jcs
Date of Publication 19-Mar-2024
5 Post-Operative Brain MRI Resection Cavity Segmentation Model and Follow-Up Treatment Assistance International Journal of Online and Biomedical Engineering 20-Dec-2023 20 / 5 / 133-149

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,SATHISH P K
Title of Article Post-Operative Brain MRI Resection Cavity Segmentation Model and Follow-Up Treatment Assistance
Name of Journal International Journal of Online and Biomedical Engineering
Volume No 20
Issue No 5
Page No 133-149
URL https://online-journals.org/index.php/i-joe/index
Date of Publication 20-Dec-2023
6 Medical ultrasound image segmentation using Multi-Residual U-Net architecture Multimedia Tools and Applications 24-Aug-2023 Online first / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,SHEREENA V B
Title of Article Medical ultrasound image segmentation using Multi-Residual U-Net architecture
Name of Journal Multimedia Tools and Applications
Volume No Online first
Issue No
Page No -
URL https://www.springer.com/journal/11042
Date of Publication 24-Aug-2023
7 Ear Recognition Using Rank Level Fusion of Classifiers Outputs Online and Biomedical Engineering 14-Mar-2023 19 / 3 / 127-141

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,RESMI K R,SHIJO M JOSEPH,DEBABRATHA SWAIN,OM PRAKASH DAS,BISWARANJAN ACHARYA
Title of Article Ear Recognition Using Rank Level Fusion of Classifiers Outputs
Name of Journal Online and Biomedical Engineering
Volume No 19
Issue No 3
Page No 127-141
URL https://online-journals.org/index.php/i-joe
Date of Publication 14-Mar-2023
8 A Novel Fuzzy-Based Thresholding Approach for Blood Vessel Segmentation from Fundus Image Journal of Advances in Information Technology 01-Mar-2023 14 / 2 / 185-192

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,FARHA FATINA WAHID,SHIJO M JOSEPH,DEBABRATA SWAIN,OM PRAKASH DAS,BISWARANJAN ACHARYA
Title of Article A Novel Fuzzy-Based Thresholding Approach for Blood Vessel Segmentation from Fundus Image
Name of Journal Journal of Advances in Information Technology
Volume No 14
Issue No 2
Page No 185-192
URL http://www.jait.us/
Date of Publication 01-Mar-2023
9 A generic cyber immune framework for anomaly detection using artificial immune systems Applied Soft Computing 08-Oct-2022 130 / 2022,109680 / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) BEJOY B J,RAJU G,DEBABRATA SWAIN,BISWARANJAN ACHARYA,YU-CHEN HU
Title of Article A generic cyber immune framework for anomaly detection using artificial immune systems
Name of Journal Applied Soft Computing
Volume No 130
Issue No 2022,109680
Page No -
URL https://www.sciencedirect.com/journal/applied-soft-computing
Date of Publication 08-Oct-2022
10 An improved frequent pattern tree: theĀ child structured frequent pattern tree CSFP-tree Pattern Analysis and Applications 26-Sep-2022 / / -

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,O. JAMSHEELA
Title of Article An improved frequent pattern tree: theĀ child structured frequent pattern tree CSFP-tree
Name of Journal Pattern Analysis and Applications
Volume No
Issue No
Page No -
URL https://www.springer.com/journal/10044
Date of Publication 26-Sep-2022
11 A novel optimised method for speckle reduction in medical ultrasound images International Journal of Automation and Control 01-Feb-2022 16 / 2 / 137-161

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) RAJU G,SHEREENA V B
Title of Article A novel optimised method for speckle reduction in medical ultrasound images
Name of Journal International Journal of Automation and Control
Volume No 16
Issue No 2
Page No 137-161
URL https://www.inderscience.com/jhome.php?jcode=ijaac
Date of Publication 01-Feb-2022
12 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
Date of Publication 27-Dec-2021
13 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
Date of Publication 16-Nov-2021
14 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
Date of Publication 01-Sep-2021
15 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
Date of Publication 01-Jul-2021
16 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
Date of Publication 01-Mar-2021
17 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/
Date of Publication 01-Mar-2021
18 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
Date of Publication 30-Dec-2020
19 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
Date of Publication 01-Oct-2020
20 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
Date of Publication 31-Jul-2020
21 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/
Date of Publication 28-Feb-2020
22 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
Date of Publication 01-Nov-2019
23 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
Date of Publication 01-Aug-2019
24 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
Date of Publication 20-Mar-2019
25 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
Date of Publication 01-Oct-2018

Participation in Seminars/Conferences/Symposium

Sl.No. Type of Program Role Name of Program Title of Paper Date Organising Institution Level
1 Conference Moderator/Chair International Conference on Data Science, Computation and Security 02/11/2023 Christ University International

Research Project

Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 Research Prototype of a Remote Screening System for Diabetic Retinopathy RAJU G, SAMIKSHA SHUKLA,SIVA BALAN R V DST External

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