Sl. No.

Title of paper

Author(s)

Name of the Journal

Vol. & Year

Pages

1

A survey on cancer detection via convolutional neural networks: Current challenges and future directions

Pallabi Sharma, Deepak Ranjan Nayak, Bunil Kumar Balabantaray, M. Tanveer, Rajashree Nayak

Neural Networks

Volume 169, January 2024,

637-659

2

EAYv3-CFC^3:

Ensemble Learning

with Attention-based

Yv3 Combined with

CFC^3 Loss for

Obscenity Detection.

Sonali Samal, Yu?Dong Zhang, Juan Manuel Gorriz Saez, Shui-Hua Wang, Bunil Kumar Balabantaray,

and Rajashree Nayak.

IEEE Transactions

on Emerging Topics in

Computational Intelligence.

2023 Q1

Accepted

3

Classification of non-small cell lung cancer types using sparse deep neural network features

Anil Kumar Swain, Aleena Swetapadma, Jitendra Kumar Rout, Bunil Kumar Balabantaray

Biomedical Signal Processing and Control

87,2023 Q1

105485

4

A hybrid learning method for distinguishing lung adenocarcinoma and squamous cell carcinoma

Anil Kumar Swain, Aleena Swetapadma, Jitendra Kumar Rout, Bunil Kumar Balabantaray

Data Technologies and Applications

2023  Q2

 5

ASYv3: Attention-enabled pooling embedded Swin transformer-based YOLOv3 for obscenity detection

Sonali Samal, Yu-Dong Zhang, Thippa Reddy Gadekallu, Bunil Kumar Balabantaray

Expert Systems

2023 Q2

 6

Identification of discriminant Features from Stationary Pattern of Nucleotide Bases and their Application to Essential Gene Classification

Ranjeet Kumar rout, Saiyed Umer, Monika Khandelwal, Smitarani Pati, Saurav Malik, Bunil Kumar Balabantaray, Hong Qin.

Frontiers in Genetics

14,2023 Q2

630

 7

Pattern recalling analysis of an auto-associative memory network using FFT and DWT

Ramesh Chandra Sahoo, Sateesh Kumar Pradhan, Biswa Mohan Sahoo, Bunil Kumar Balabantaray

Multimedia Tools and Applications

82, 2023 Q1

9113-9135

 8

Obscene image detection using transfer learning and feature fusion

Sonali Samal, Rajashree Nayak, Swastik Jena, Bunil Ku Balabantaray

Multimedia Tools and Applications

2023 Q1

1-29

 9

SBMYv3: Improved MobYOLOv3 a BAM attention?based approach for obscene image and video detection

Sonali Samal, Yu?Dong Zhang, Thippa Reddy Gadekallu, Rajashree Nayak, Bunil Kumar Balabantaray

Expert Systems

2023 Q2

e13230

 10

LPNet: A lightweight CNN with discrete wavelet pooling strategies for colon polyps classification

Pallabi Sharma, Dipankar Das, Anmol Gautam, Bunil Kumar Balabantaray

International Journal of Imaging Systems and Technology

33,2022 Q2

495-510

 11

Li-SegPNet: Encoder-decoder Mode Lightweight Segmentation Network for Colorectal Polyps Analysis

Pallabi Sharma, Anmol Gautam, Pallab Maji, Ram Bilas Pachori, Bunil Kumar Balabantaray

IEEE Transactions on Biomedical Engineering

70,2023 Q1

1330 - 1339

12

On the dynamics and

feasibility of transferred

inference for diagnosis of

invasive ductal carcinoma: A

perspective

GM Harshvardhan, Aanchal Sahu, M. Kumar Gourisaria, Pradeep Kumar Singh, Wei-Chiang Hong, Vijander Singh, Bunil Kumar Balabantaray

IEEE Acces

10 ,2022 Q1

30870 - 30889

13

Analysis of Image Forgery

Detection using

Convolutional Neural

Network

Chiluveru Gnaneshwar,

Manish Kumar Singh,

Satyendra Singh Yadav,

B. K. Balabantaray

International. Journal

of Applied Systemic

Studies

09, 2022 Q4

240 - 260

14

Modified Cat Swarm

Optimization for Optimal

Assembly Sequence Planning

Problems

Chiranjibi Champatiray,

S. Samal, MVA Raju

Bahubalendruni, R. N.

Mahapatra, D. Mishra, B K Balabantaray

International Journal

of Performability

Engineering,

18,2022  Q3

289-297

15

An Ensemble-Based Deep

Convolutional Neural

Network for Computer-Aided Polyps Identification From Colonoscopy

Pallabi Sharma, Bunil Kumar

Balabantaray, Kangkana

Bora, Kunio Kasugai, Saurav

Mallik, Zhongming Zhao

Frontiers in Genetics

13 , 2022 Q2

1-11

16

Efficient Cloudlet Allocation

to Virtual Machine to Impact

Cloud System Performance

Lizia Sahkhar, B. K.

Balabantaray, Satyendra

Singh Yadav

International Journal

of Information

System Modeling and

Design (IJISMD)

 Q4

21

17

Copy-Move Image Forgery

Detection Using Phase

Adaptive Spatio-structured

SIFT Algorithm.

Hansda R, Nayak R,

Balabantaray BK, Samal S..

SN Computer

Science

03, 2022 Q2

1-16

18

A New Single-Image Super Resolution Using Efficient Feature Fusion and Patch

Similarity in Non-Euclidean

Space.

Rajashree Nayak, Bunil Kumar Balabantaray, Dipti Patra

Arabian Journal for

Science and

Engineering

45,2020 Q1

10261-10285

19

Super-resolution image

reconstruction using

molecular docking

Rajashree Nayak, Dipti

Patra, Bunil Kumar

Balabantaray

IET Image Processing

14, 2020 Q2

2922-2936

20

Two Stage Classification with CNN for Colorectal Cancer Detection

Pallabi Sharma, Kangkana

Bora, Kunio Kasugai,

Bunil Kumar Balabantaray

ONCOLOGIE

22, 2020 Q4

129-145

21

A Deterministic Model for

Remanufacturing Inventory

for Reverse Supply Chain

Sasmita Mohapatra,

R. N. Mahapatra, B. B. Biswal, BK Balabantray, A.

K. Behera

International Journal

of Engineering

&Technology

2018 Q3

22

Efficient Part Recognition

Method in Vision Guided

Robots using Orthogonal Moments

B K Balabantaray, R N

Mahapatra and B B Biswal

International Journal of

Engineering &

Technology

07,2018  Q3

60-65

23

An integrated approach of

sensors to detect grasping point for unstructured 3-D

parts.

O P Sahu, B K

Balabantaray, N Mishra

and B B Biswal

Journal of Electronic

Science and

Technology (JEST)

09, 2017 Q2

84

24

A Quantitative Performance

Analysis of Edge Detectors

with Hybrid Edge Detector.

B K Balabantaray, O P

Sahu,N Mishra, and B B

Biswal.

Journal of

Computers

12, 2017

165-173

25

Feature Based Face Detection in HRI

N Mishra, B K

Balabantaray, O P Sahu and

B B Biswal

Journal of Image

and Graphics

04, 2016  Q4

84-88

26

Navigational Path

Planning of Multi-Robot

using Honey Bee Mating

Optimization Algorithm

(HBMO)

RR Sahoo, P Rakshit, Md.

Taslim Haidar, S

Swarnalipi, B K

Balabantaray and S

Mohapatra

International Journal of

Computer

Applications.

27, 2011 Q3

1-8

27

D* lite algorithm-based path

planning of mobile robot in

static Environment

P K Das, S NPatro, C N

Panda and B K

Balabantaray.

Int. J. Computer

Communication

Technology (IJCCT)

02, 2011 Q4

32-36

Sl.No.

Title of paper

Co-author(s), ifany

Name of the Conference

Date

1

Machine Learning Approach for Quality Analysis of Drinking Water

Deepak Kumar Pradhan, Narendra Kumar    Kamila, Bunil Kumar    Balabantaray, Saptarshi Panda

International Conference On Systems And Technologies For Smart Agriculture(ICSTA 2023)

December 19-20, 2023

2

LSiF: Log-Gabor Empowered Learning for Efficient Obscene Image Classification in the Era of Industry 5.0

S. Samal, G.Srivastava,T.R. Gadekellu, y.d. Zhang, B.K. Balabantaray

ICONIP 2023 : The 30th

International Conference

on Neural Information

Processing (ICONIP2023)

20-23 November 2023

3

Hardware Acceleration of Pre-trained Networks for Colorectal Polyp Classification

Debaraj Rana, Bunil Kumar Balabantaray, Rangababu Peesapati

2023 5th International Conference on Energy, Power and Environment: Towards Flexible Green Energy Technologies (ICEPE)

June 15-17, 2023

4

A Non-Small Cell Lung

Cancer Detection Technique

Using Pet/ Ct Images

A.Swain;

A.Swetapadma; J.K.

Rout ; B.K. Balabantaray

International Conference On Electronics ,Communication And

Computing Technologies (Icecct)

2023-02-22  to 2023-02-24

5

SAS-UNet:

Modified encoder-decoder network for the segmentation of obscenity in images

S. Samal, T.R. Gadekellu, P. Rajput, y.d. Zhang, B.K. Balabantaray

23RD  IEEE/ACM International Symposium ON Cluster, Cloud And Internet Computing,

BANGALORE, INDIA 

1-4 May ,2023

6

A Deep Learning based Approach to Stock Market Price Prediction using Technical indicators

Nirupama Parida, Bunil Kumar Balabantaray, Rajashree Nayak, Jitendra Kumar Rout

2023 International Conference on Advances in Intelligent Computing and Applications (AICAPS)

1st to 3rd FEBRUARY 2023

7

Batch Image Encryption and Compression using Chaotic Map Infused Autoencoder Network

S.Das, A.Gautam, S.Thokchom, B.K. Balabantaray

2022 IEEE 9th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)

Dec 2022

8

Machine Learning-Driven

Snow Cover Mapping Techniques using Google Earth Engine

S. Panda, R. Anilkumar, B.K. Balabantaray, D. Chutia and R. Bharti

IEEE 19th India Council

International Conference (INDICON) 2022

Nov2022

9

Medium term Solar Power Prediction using stacked LSTM based deep learning Technique

Ajaya Kumar Parida; Deepak Kumar; Rashmi Ranjan Sahoo; Bunil Kumar Balabantaray

2022 IEEE 4th International Conference on Cybernetics, Cognition and Machine Learning Applications (ICCCMLA)

08-09 October 2022

10

AVENet: Attention based

VGG16 with ELM for obscene image classification

S. Samal, S. Pandit, B.K. Balabantaray, A.K. Sahani, R. Nayak

3rd International Conference on Frontiers in

Computing and Systems (COMSYS-2022)

19th - 21st December 2022

11

ED-NET: Educational Teaching

Video Classification Network

A. Gautam, S. Hazra, R.Verma, P. Maji, B.K. Balabantaray

International Conference on Computer Vision and Machine

Intelligence, IIIT Allahabad, Prayagraj, INDIA

12-13 August 2022

12

U-Shaped Xception-Residual Network for Polyps

Region Segmentation

P. Sharma, B.K. Balabantary, P. Rangababu

Proceedings of International Conference on Frontiers in Computing and Systems: COMSYS 2021

29th September to 1st October 2021

13

IFChatbot:

Convolutional Neural Network based chatbot for Image Forgery Detection and Localization

N. Manna, S. Kumar, R. Kakar, S. Nayak, J. K Rout, and B.K. Balabantaray

2022

IEEE India Council International Subsections Conference (INDISCON)

July 15-17, 2022

14

SAU-NET: Scale Aware Polyp

Segmentation using Encoder-Decoder Network

A. Gautam, S. Das, P. Sharma, P. Maji and B. K. Balabantaray

2022 IEEE Region 10 Symposium (TENSYMP)

1ST - 3RD JULY

2022

15

Melanoma Detection using Advanced Deep

Neural Network

P. Sharma, A. Gautam, R .Nayak, B.K. Balabantaray

2022 4th International Conference on Energy, Power and Environment (ICEPE)

29 April - 1 May 2022

16

A Machine Learning

Approach for the Prediction of Fetal Health using CTG

A.K. Pradhan, J.K. Rout, A.B. Maharana, B.K. Balabantaray, N.K. Ray

19th OITS International Conference

on Information Technology (OCIT)

16 – 18 December 2021.

17

Copy-Move Image Forgery Detection via Combined

Pseudo-Zernike Moment Invariants

R. Hansda, R. Nayak and B.K. Balabantaray

3rd International Conference on Energy, Power and

Environment: Towards Clean Energy Technologies

5th-7th March 2021

18

Path Planning of

Mobile Robots Using Enhanced Particle Swarm Optimization

K Sarkar, B.K. Balabantaray, A. Chakrabarty, B.B. Biswal, B.Mohanty

3rd International Conference on

Energy, Power and Environment: Towards Clean Energy Technologies

5th-7th March 2021

19

Significance of

Machine Learning in Future Prediction Analysis

S. S. Mohapatra, B.K. Balabantray, S. Ch. Barik, M. Acharya, and L.K. Sahoo

International Conference on Data Science and Management (ICDSM-2021)

19th & 20th February

2021

20

Copy-Move Image Forgery Detection using Spatio-structured SIFT Algorithm

R.Hansda, R.Nayak and B.K. Balabantaray

5th IAPR International Conference on CVIP, IIIT Allahabad

4-6

December 2020

21

Generative Adversarial Network for Heritage Image Super

Resolution

R. Nayak and B.K. Balabantaray

5th IAPR International Conference on CVIP, IIIT Allahabad

4-6

December 2020

22

"Identification of Significant Frames from Colonoscopy

Video: An Approach towardsEarly Detection of Colorectal Cancer

P.Sharma, K.Bora and B. K. Balabantaray

International Conference

on Computational Performance Evaluation (ComPE)

2nd-4th July 2020

23

Melanoma Classification

Through Transfer Learning by the Analysis of Skin Lesion Images

B. K. Balabanataray, R. Chakravarty, A. K. Panda and R. Nayak

3rd International Conference on

I3CS, NEHU Shillong

11-12 July 2020

24

Scheduling Cloudlets to Improve Response Time Using CloudSim Simulator

L. Sahkhar, B.K. Balabantaray

Proceedings of the International Conference on Computing and Communication Systems: I3CS 2020, NEHU, Shillong, India

11-12 July 2020

25

Identification of Significant Frames from Colonoscopy

Video: An Approach towardsEarly Detection of Colorectal Cancer

P.Sharma, K.Bora and B. K. Balabantaray

2020 International Conference

on Computational Performance Evaluation (ComPE)

2nd-4th July 2020

26

Geodesic Approach for Trajectory Planning of Mobile Robot Manipulators

P.K. Sahu., B.K . Khamari, B.K. Balabantaray, B.B., Biswal S.N. Panda

Advances in Mechanical Engineering: Select Proceedings of ICRIDME 2018

November 8-10, 2018

27

Improved shuffled frog leaping algorithm for path planning of multiple mobile-robot

HK Paikray, PK Das, S Panda, BK Balabantaray

2019 2nd International Conference on Innovations in Electronics, Signal Processing and Communication (IESC)

1st to 2nd March 2019

28

Image based Visual Servoing using Non-Orthogonal Moment

Invariants

B.K. Balabantaray and B.B. Biswal

, Innovative Product Design and Intelligent Manufacturing Systems: Select Proceedings

of ICIPDIMS 2019

17-18 May, 2019

29

Efficient Part Recognition Method in

Vision Guided Robots using Orthogonal Moments

B.K. Balabantaray, R.N. Mahapatra and B.B. Biswal

International Conference on Engineering,

Computers and Natural Sciences

18-19 October 2018

30

Design and Development of Robotics Part Assembly

System under Vision Guidance

B.K. Balabantaray and B.B. Biswal

Ph.D. Symposium, in 10th International Conference on Computer

Vision, Graphics and Image Processing

18th

-22nd December, 2016

31

Combined Pseudo-Zernike Moment Based Part Recognition in

Vision Guided Robotic Part Assembly

B.K. Balabantaray and B.B. Biswal

n IEEE-EDS Kolkata Chapter Sponsored 5th International

Conference on Computing, Communication and Sensor Network

24-25th December, 2016

32

A Quantitative Performance Analysis of

Edge Detectors with Hybrid Edge Detector

B.K. Balabantaray, O.P. Sahu, N. Mishra and B.B. Biswal

2015 International Conference on Computer Systems and

Instrumentation (ICCSI 2015)

16-17th December, 2015

33

Part Recognition Using Vision and Ultrasonic Sensor

for Robotic Assembly System

O.P. Sahu, B.K. Balabantaray, B.B. Biswal, B Patle

, IEEE SCORed 2015, Kuala Lumpur

13-14th December, 2015

34

Feature based face detection in HRI

N. Mishra, B.K. Balabantaray, O.P. Sahu, and B. B. Biswal

2015 International Conference on Computer Systems and Instrumentation (ICCSI 2015), NTU, Singapore

16-17th December, 2015

35

Advanced vehicle security system

P. Singh, T. Sethi, B. K. Balabantaray, B. B. Biswal

2015 IEEE

International Conference on Innovations in Information, Embedded and Communication Systems

(ICIIECS)

19-20th

March 2015

36

Part identification in robotic assembly using vision system

B.K. Balabantaray and B. B. Biswal

Sixth International Conference on Machine Vision (ICMV 2013)

16-17th

November, 2013

37

Application of edge detection algorithm for vision guided

robotics assembly system

B. K. Balabantaray, P. Jha and B. B. Biswal

Sixth International Conference on Machine Vision (ICMV

2013)

16-17th November 2013

38

”D* lite algorithm based Path planning of

Mobile Robot in a Static Environment

P.K. Das, S.N. Patro, C.N. Panda and B.K. Balabantaray

Advances in Instrument Measurement & Automation (AIMA)

February, 2011

39

Artificial Immune System Based Path

Planning of Mobile Robot

P.K. Das, S. K. Pradhan, S.N. Patro and B. K. Balabantaray

International Conference on Artificial Intelligence and Soft computing,

2011

2011

Sl. No.

Title of Thesis

Name of the Scholar

Research Area

Year

Co-

Supervisor

Status

1

Design and Development of Efficient Method using Deep Learning for Diagnosis of Colorectal cancer

Pallabi Sharma

(P18CS004)

Medical Image processing using

deep learning

2018-2023

(Completed on 19.05.2023)

-

Completed

2

Early detection of Lung cancer using Machine learning

Anil Kumar Swain

(P19CS007)

Medical image processing using

machine learning

2019

Dr. Jitendra Kumar Rout, NIT Raipur

On-going

3

Development of Intelligent Algorithm for Optimal Cloudlet placement in a

wireless Metropolitan Area Network

Lizia Sahkhar

(P19CS001)

Cloud computing

2019

-

On-going

4

Development of efficient Mesh segmentation algorithm using deep learning

S. Lalitha

(P19CS002)

3D Mesh segmentation

2019

Prof. Sukumar Nandi, IIT Guwahati

On-going

5

Trend Analysis of Human Facial Reactions & EEG Signals for predicting Human Emotions using Deep Learning Techniques

Sagar Saikia

(P19CS010)

Deep Learning

2019

Dr. Pinaki Mitra

IIT Guwahati

On-going

6

Detection of obscene and forged obscene content available in social media platform

Sonali Samal
(P21CS002)

Image processing in machine learning

2021

-

On-going

7

Financial Market price Prediction using different robust deep learning techniques

Nirupama Parida

(P21CS012)

Stock Market Prediction using Deep Learning

-

On-going

8

Hardware Acceleration of Deep Learning Based Colorectal Polyp Classification and Detection

Debaraj Rana

(P21EC007)

Deployment of Deep Learning Models for medical Images in Edge Devices

2021

Dr. P. Rangababu, IIIT Kurnool, Andhra Pradesh

On-going

9

Object Teleportation using quantum machine learning

Dilip Kumar Mishra

(P22CS002)

Quantum machine learning

2022

-

On-going

10

A deep learning approach for preservation of cultural heritage

Lumlang Sawkmie

(P22CS010)

Image Processing

2022

-

On-going

11

Development of Early cancer detection methods using Artificial Intelligence

Shreerudra Pratik

(P22CS009)

Medical image processing using machine learning

2022

-

On-going

12

Design and Development of Efficient Method using Deep Learning for Diagnosis of Breast cancer

Shaphiiakyrmen Skhembill (P23CS005)

Medical image processing using machine learning

2023

Dr. Prabir Saha, NIT Meghalaya

On-going

Title of the Dissertations

Name of Candidate

Specialization

Year of

Completion

Supervisor/ Co-Supervisor

Detection and Analysis of Copy-move Image Forgery in Digital Images

Raimoni Hansda

Image

processing

2020

Supervisor

Development of Intelligent Algorithm for Path Planning of Autonomous Mobile Robot Using Heuristic

Approaches Detection

Koushik

Sarkar

Mobile Robot

2020

Supervisor

Development of Novel Categorical Classification and Object Localization Model on Multi-domain

Input using Deep Learning

  Dipankar Das

Deep learning

2021

Supervisor

Human activity recognition using deep learning

Mrinal Bisoi

Deep learning

2022

Supervisor

Development of CAD system to detect disease from medical images using deep learning

Anmol Gautam

Deep learning

2022

Supervisor

Graph Convolution based model for molecular property prediction

Samrat Sarkar

Machine Learning

2023

Co Supervisor

Enabling efficiency in Obstetrics and Gynecology space with Automation using AI

Akshat Choudhary

Deep Learning

2023

Supervisor

Loss Function Optimization

Abhay Dhiman (M.Sc. Mathematics)

Deep Learning

2023

Supervisor