bunil@nitm.ac.in
9485185916
https://nitmeghalaya.irins.org/profile/160581
·
Ph.D. from NIT
Rourkela, 2017 (Topic: Robotics Vision)
·
M Tech in Computer Science and Engineering from
BPUT, Rourkela, 2010
· B.Tech. in Information Technology from BPUT, Rourkela, 2005
·
Assistant Professor Grade-I (PL 12) at NIT Meghalaya (19.12.2023 to Present)
·
Assistant Professor Grade-II (PL 11) at NIT
Meghalaya (September 2019 - 19.12.2023)
·
Assistant Professor Grade-II (PL 10) at NIT Meghalaya (December
2017 - September 2019)
·
Associate Professor, School of Computer Science and Engineering,
VIT-AP University, (May 2017 - November 2017)
·
Senior Research Fellow (SRF) at NIT Rourkela (April 2014 -
December 2016)
·
Junior Research Fellow (JRF) at NIT Rourkela (July 2012 - March
2016)
·
Assistant Professor, Synergy Institute of Technology,
Bhubaneswar, Odisha (October 2010 to July 2012)
·
Assistant Professor, DRIEMS, Cuttack, Odisha
(September 2006- September 2010)
·
Lecturer, Department of Information Technology, BCET, Balasore,
Odisha (August 2005- September 2006)
At NIT Meghalaya:
· Professor-in-Charge social media Handler for NIT Meghalaya from 01.02.2022
· Professor-in-charge PG andResearch (Academics) from 04.11.2022 till continuing
· Vice President (Technical), StudentActivity Center, NIT Meghalaya, From 01.07.2022 till continuing
· Coordinator,PG Admission Committee. From 21.04.2022 till continuing
· Member, Center for Robotics andMechatronics, from 20.01.2018 to till continuing.
· Convener, VolunteerSub-Committee, 6th Convocation, 2019
· Member, CCMT 2019
· Member, Audit Committee, TEQIP-III, 2019
· Member, Core-committee, Non-Facultyrecruitment-2019
· Warden, Kench Trace Boys Hostel, NITMeghalaya from 01.08.2018 to till 30.06.2022.
· Faculty-in-charge Internship,Department of CS, NIT Meghalaya from 01.05.2018 to till continuing.
· Faculty-in-charge DepartmentalFund Utilization, Department of CSE, NIT Meghalaya from 01.08.2018 to till continuing.
· Member, Startup and InnovationCommittee under TEQIP-3, NIT Meghalaya from 08.09.2018 to till March 31, 2021.
· Member of Accreditation and RankingCommittee, NIT Meghalaya, Govt. of India (From 23.01. 2018 to 30.06.2022)
· Member, Core-committee, Non Facultyrecruitment-2018
At Previous Organizations:
· Robotics, Mechatronics
· Artificial Intelligence
· Soft Computing
· Robotics and Automation
· Design and Analysis ofAlgorithm
· Computer Network
· Graphics and Modeling,
· Programming in C
· Programming in C++
· System Programming etc.
Journals:
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. |
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 |
Conferences:
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 |
Patent:
1. Ttile: A system and Method for processing a quantum information with MSTVTD in a quantum communication.
Awarding organization: Intellectual Property INDIA.
Registraion No.: 202231007098
Status: Published
2. Ttile: A System and Method Forquantum Communication by Object Teleportation in Variant Space Time Domain.
Awarding organization: Intellectual Property INDIA.
Registraion No.: 202231052979
Status: Published
3. Ttile: An Integrated Cloud-based Terrestrial Navigation System and Method thereof.
Awarding organization: Journal of Intellectual Property India (Journal No-46/2022), Department of Industrial Policy & Promot.
Registraion No.: 202231065525A
Status: Published
Book :
1. Editor of Book: Social Network Analysis: Concepts,Methods, and Application, Wiley Publicationpulators”. Book Chapters : Sl. No. |
Type |
Title of the book |
Title of the chapter |
Authors |
Year
|
Publisher |
1 |
Book Chapter |
Soft Computing Techniques in Vision Science. Studies in Computational Intelligence |
Artificial Immune System Based Path Planning of Mobile Robot |
P K Das, S K Pradhan, S N Patro and B K Balabantaray |
2012 |
Springer, Berlin, Heidelberg |
2 |
Book Chapter |
Soft Computing Techniques in Engineering Applications, Series: Studies in Computational Intelligence |
Comparison of Edge Detection Algorithm for Part Identification in a Vision Guided Robotic Assembly System |
B K Balabantaray, B Das and B B Biswal |
2014 |
Springer, Cham |
3 |
Book Chapter |
Advances in Machine Learning and Computational Intelligence |
Advanced Colored Image Encryption Method in Using Evolution Function |
Barik, S.C., Mohapatra, S., Das, B., Acharaya, M. and Balabantaray, B.K., |
2020 |
Springer, Singapore |
4 |
Book Chapter |
Advances in Mechanical Engineering |
Geodesic Approach for Trajectory Planning of Mobile Robot Manipulators |
Sahu, P.K., Khamari, B.K., Balabantaray, B.K., Biswal, B.B. and Panda, S.N, |
2020 |
Springer, Singapore |
5 |
Book Chapter |
Computational Modeling and Data Analysis in COVID-19 Research |
Modified GAN-Based Transfer Learning for Automatic Detection of COVID-19 Cases Using Chest X-ray Images |
Nayak, R., Balabantaray, B.K. and Patra, D. |
2021 |
CRC Press. |
6 |
Book Chapter |
Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication |
Low-Power U-Net for Semantic Image Segmentation |
Narendra, V.V.B., Rangababu, P. and Balabantaray, B.K., |
2021 |
Springer, Singapore |
7 |
Book Chapter |
Proceedings of the International Conference on Computing and Communication Systems |
Scheduling Cloudlets to Improve Response Time Using Cloud Sim Simulator |
Sahkhar, L. and Balabantaray, B.K. |
2021 |
Springer, Singapore |
8 |
Book Chapter |
International Conference on Computer Vision and Image Processing |
Generative Adversarial Network for Heritage Image Super Resolution |
Nayak, R. and Balabantaray, B.K. |
2021 |
Springer Nature Singapore |
9 |
Book Chapter |
Proceedings of the International Conference on Computing and Communication Systems |
Melanoma Classification Through Transfer Learning by the Analysis of Skin Lesion Images |
Balabantaray, B.K., Chakravarty, R., Panda, A.K. and Nayak, R. |
2021 |
Springer, Singapore |
10 |
Book Chapter |
IoT Applications, Security Threats, and Counter measures |
Machine Learning-Based Smart Health-care Systems |
Swain, A.K., Balabantaray, B.K. and Rout, J.K., |
2021 |
CRC Press |
Sl. No. | Project Title | Name of Sponsoring Agency | Amount Sanctioned | Period of Project | Role | |
From | To | |||||
1 | Design and Development of Intelligent Algorithms for Analysis and Detection of Obscene Content and Forgery in the Images Available in Social Media Platform | BPR&D, MHA, Govt. of India | 21.888L | April 2020
| March, 2022 | PI |
2 | GAN based Medical Image Dataset Synthesis for disease prediction | NVIDIA (India) Hardware Grant | Hardware Grant (NVIDIA RTX A6000): 10 L | 27.08.2021 | - | PI |
3 | A Deep Learning Approach for Preservation of Cultural Heritage | SERB (CRG/2021/008076) | 23.91345L | January, 2022 | Februray, 2025 | PI |
4 | Use of Artificial Intelligence and Deep Learning Methods to predict Pain outcomes' after trans-forminal nerve block (TENB) in patients of lumber spondylosis | MRU-AIIMS Raebareli | Rs. 50,000 | April 2023 | March 2026 | Co-PI |
5 | “Correlation of heterogeneity in Radiomics and Intra-operative Tumour Characteristics with Histology and Molecular Biomarkers in Astrocytoma: Exploring Role of Artificial Intelligence” | MRU-AIIMS Raebareli | 30 Lakhs | 2024 | 2027 | Co-PI |
Industry Sponsored
Sl No. | Title of the Project | Sponsoring Industry | Project | PI/ Co- | Total Amount in Lakhs | Completed/ |
1 | An artificial intelligence approach to solve waste management challenges | Ficha SAS, France | 1 year | PI | 131 L | Ongoing |
2 | Enhancement of DermoChoice Application- UI Refinement, Computation API and Privacy Policy (Consultancy ) | CHOWIS | 1 Year | PI | 4.052L | Completed |
Ph.D. Thesis Supervised/Supervising
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 |
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 |
Post Graduate Dissertation[s] Supervised
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 |
Under Graduate Dissertation[s] Supervised
Name of
the students |
Title of
the dissertation/project |
Start date |
Status |
Daphie S Decruse (B18CS011) Desiree Banroi (B18CS019) Shanborlang Suja (B18CS010) |
Using Real Time Object Detection for Images and Videos. |
June 20 21 |
Completed (in June 2022) |
Vishwas Kumar (B18CS033) |
Network Fusion: Development of Mathematical Model For Fusion of Deep
Neural Network |
June 2021 |
Completed (in June 2022) |
Muskan Jaiswal (B18EC034) Riya Choudhury (B18EC036) |
A Study on “Synthetic Image
Generation using Generative Adversarial Networks” |
June 2021 |
Completed (in June 2022) |
Sanapala Rajesh (B17CS018) Arwatki C.Lyngdoh (B17CS008) |
Melanoma Detection using Advanced
Deep Neural Network |
June 2020 |
Completed (in June 2021) |
Riti Kumari(B19EE013) |
Predicting The Health Index of
XLPE Cables using CONVLSTM |
June 2022 |
Completed (in May 2023) |
Anubhav Dixit( B19ME008) |
Development Of Intelligent
Charging Management System For Electric Vehicles Using Blockchain. |
June 2022 |
Completed (in May 2023) |
Elibath Chakrak C C
Marak(B19CS020) |
Controller for controlling Virtual
Characters Using Computer Vision |
June 2022 |
Completed (in May 2023) |
Vishal Bairwa(B19CE012) |
Travel Demand Modelling Using
Machine Learning and GIS: A Case Study for Shillong City |
June 2022 |
Completed (in May 2023) |
Revalla Tarun(B19CS025) |
Emotional Text to Speech Synthesis
Using Diffusion Model |
June 2022 |
Completed (in May 2023) |
Name of Program | Funded By | Duration | Role | Remark | |
1 | FDP on Machine Learning and Deep Learning using Python | 1. EICT Academy, IIT Guwahati, 2. Probyto, IIT Guwahati 3. NIT Meghalaya | 22.07.2019 to 26.07.2019 | Coordinator | No. of Participants: 40 Experts: 1. Prof Manas Kamal Bhuyan, Professor, EEE Departmetn, IIT Guwahati 2. S K Srinivasan, Probyto 3. D.NAMACHIVAYAM |
2 | FDP on Advancements in signal processing and optimization technique | EICT Academy, IIT Guwahati | 03.06.2019 to 07.06.2019 | Coordinator | No. of Participants: 30 |
3 | FDP on Network Security | EICT Academy, IIT Guwahati | 20.05.2019 to 24-.05.2019 | Coordinator | No. of Participants: 24 |
4 | Workshop on Enabling Technologies in Robotic Through Sensor Integration, | TEQIP-3 and Center for Robotics and Mechatronics, NIT Meghalaya | 24.05.2019 to 28.05.2019 | Coordinator | No. of Participants: 40
|
5 | FDP on Deep Learning and Applications | EICT Academy, IIT Guwahati | 27.05.2019 to 31.05.2019 | Coordinator | No. of Participants: 30 |
6 | FDP on Wireless and Mobile Communication | EICT Academy, IIT Guwahati | 03.12.2018 to 07.12.2018 | Coordinator | No. of Participants: 30 |
7 | FDP on DSP and Sensors | EICT Academy, IIT Guwahati | 10.12.2018 to 14.12.2018 | Coordinator | No. of Participants: 30 |
8 | FDP on AI and Machine Learning | EICT Academy, IIT Guwahati | 17.12.2018 to 21.12.2018 | Coordinator | No. of Participants: 27 |
10 | FDP on ANN and Deep Learning | EICT Academy, IIT Guwahati | 11.06.2018 to 15.06.2018 | Coordinator | No. of Participants: 21 |
11 | FDP on Big Data Analytics | EICT Academy, IIT Guwahati | 21.05.2018 to 25.05.2018 | Coordinator | No. of Participants: 22 |
12 | Recent Trends in Internet of Things: Design, Architecture, and Security | TEQIP III and organized by the Department of Computer Science and Engineering, NIT Meghalaya | 27.04.2018 to 28.04.2018 | Coordinator | No. of Participants: 35 |
13 | Cultural heritage preservation using machine learning | SERB | 13.06.2022 to 26.06.2022 | Coordinator | No. of Participants: 20 |
14 | Government official Training on Robotic process Automation | C-DAC Kolkata | 20.03.2023 to 24.03.2023 | Coordinator | No. of Participants: 40 |
Laboratory Developed: