Assistant Professor (Grade-I)
Phone: +91-9863263777
Email: dalton[at]cse[dot]nits[dot]ac[dot]in
Date of Joining: 29/11/2012
Academic/Industrial Experience: 10+ years
Phone: +91-9863263777
Email: dalton[at]cse[dot]nits[dot]ac[dot]in
Date of Joining: 29/11/2012
Academic/Industrial Experience: 10+ years
ACADEMIC QUALIFICATIONS (FULL DETAILS )
- B.E. from Anna University Chennai
- M.E. from Anna University Coimbatore
- Ph.D. from Assam University Silchar
AREA OF INTEREST AND SPECIALISATION (INCLUDING RESEARCH AREA)
- Image Processing
- Video Processing
- Image Hashing
- Machine Learning (Fuzzy, GA, & NN)
SUBJECTS TAUGHT (INCLUDING SUBJECTS CURRENTLY TEACHING)
- Introduction to Computer Programming
- Compiler Design
- Object Oriented Analysis & Design
- Computer Networking
- Signal and Data Communication
- Data Structure
SERVED AS TECHNICAL PROGRAM COMMITTEE
- International Conference on Virtual Reality (ICVR 2020)held on 8th -10th February, 2020at Singapore.
- International Conference on Image and Graphics Processing (ICIGP 2020)to be held on8th -10th February, 2020 at Singapore.
- International Conference on Virtual Reality (ICVR 2019)held on 23rd -25th February, 2019at Singapore.
- International Conference on Image and Graphics Processing (ICIGP 2019)held on 23rd-25th February, 2019 at Singapore.
- International Conference on Image and Graphics Processing (ICIGP 2018)held on 24th-26th February, 2018 at Hong Kong, China.
- International Conference on Information, Communication and Computing Technology(ICICCT-2017)held on 13th May, 2017 at Jagan Institute of Management Studies (JIMS),India.
- International Conference on Information, Communication and Computing Technology(ICICCT-2018)held on 12th May, 2018 at Jagan Institute of Management Studies (JIMS),India.
- International Symposium on Advanced Computing and Communication (ISACC-2015)held on 14th-15th September, 2015 at Assam University, Silchar, India.
JOURNALS
- Irshed Hussain, and Dalton Meitei Thounaojam, “A novel classification technique using a biologically plausible spiking neuron and noisy synapses”, Evolutionary Intelligence, Springer, 2024. https://doi.org/10.1007/s12065-024-00983-y [Scopus]
- Pavani Meesala, Moumita Roy, and Dalton Meitei Thounaojam, “A robust medical image zero-watermarking algorithm using Collatz and Fresnelet Transforms”, Journal of Information Security and Applications, 85, 103855, 2024. https://doi.org/10.1016/j.jisa.2024.103855 [SCIE]
- Pavani Meesala and Dalton Meitei Thounaojam, “Integrating Fresnelet Transform and Spiking Cortical Model for robust medical image cryptosystem in zero-watermarking”, Computers and Electrical Engineering, 118, 109371, 2024. https://doi.org/10.1016/j.compeleceng.2024.109371 [SCIE]
- Prabhakar Sharma Neog, Moumita Roy, Tejas Sangale, Nandita Jain, Aditi Dahal, Ripon Patgiri and Dalton Meitei Thounaojam, “Pyram: a robust and attack-resistant perceptual image hashing using pyramid histogram of gradients”, International Journal of Information Technology, 2024. https://doi.org/10.1007/s41870-024-02019-1 [Scopus]
- Moumita Roy, Dalton Meitei Thounaojam and Shyamosree Pal, “PIH-mSCM: a modified spiking cortical model for perceptual image hashing and its application to copy detection”, Multimedia Tools and Applications, 2023. https://doi.org/10.1007/s11042-023-16753-4 [SCIE]
- Moumita Roy, Dalton Meitei Thounaojam and Shyamosree Pal, “A perceptual hash based blind-watermarking scheme for image authentication“, Expert Systems with Application, 277, 2023. https://doi.org/10.1016/j.eswa.2023.120237 [SCIE]
- Moumita Roy, Dalton Meitei Thounaojam and Shyamosree Pal, “Perceptual hashing scheme using Kaze feature descriptors for combinatorial manipulations“, Multimedia Tools and Applications, 81, 29045–29073, 2022. https://doi.org/10.1007/s11042-022-12626-4 [SCIE]
- Amit Kumar Trivedi, Dalton Meitei Thounaojam, and Shyamosree Pal, “A Novel Minutiae Triangulation Technique for Non-invertible Fingerprint Template Generation”, Expert Systems with Applications, 186, 115832, 2021. https://doi.org/10.1016/j.eswa.2021.115832 [SCIE]
- Irshed Hussain, and Dalton Meitei Thounaojam, “WOLIF: An efficiently tuned classifier that learns to classify non-linear temporal patterns without hidden layers”, Applied Intelligence, 51 (4), 2173-2187, 2021. https://doi.org/10.1007/s10489-020-01934-7 [SCIE]
- Saptarshi Chakraborty, Alok Singh, and Dalton Meitei Thounaojam, “A novel bifold-stage shot boundary detection algorithm: invariant to motion and illumination”, The Visual Computer, 1-12, 2021. https://doi.org/10.1007/s00371-020-02027-9 [SCIE]
- Saptarshi Chakraborty, Dalton Meitei Thounaojam, and Nidul Sinha, “A Shot boundary Detection Technique based on Visual Colour Information”, Multimedia Tools and Applications, 80(3), 4007-4022, 2021. https://doi.org/10.1007/s11042-020-09857-8 [SCIE]
- Saptarshi Chakraborty and Dalton Meitei Thounaojam, “SBD-Duo: a dual stage shot boundary detection technique robust to motion and illumination effect.” Multimedia Tools & Application, vol. 80, pp. 3071–3087, 2021. https://doi.org/10.1007/s11042-020-09683-y [SCIE]
- Irshed Hussain and Dalton Meitei Thounaojam, “SpiFoG: an efficient supervised learning algorithm for the network of spiking neurons.” Scientific Reports, vol. 10, pp. 13122, 2020. https://doi.org/10.1038/s41598-020-70136-5 [SCIE]
- AK Trivedi, DM Thounaojam, S Pal, “Non-Invertible cancellable fingerprint template for fingerprint biometric“, Computers & Security, 90, 1016901, 2020. https://doi.org/10.1016/j.cose.2019.101690 [SCIE]
- A Singh, DM Thounaojam, S Chakraborty, “A novel automatic shot boundary detection algorithm: robust to illumination and motion effect“, Signal, Image and Video Processing, 14(4), 645-653, 2020. https://doi.org/10.1007/s11760-019-01593-3 [SCIE]
- S Chakraborty, DM Thounaojam, “A novel shot boundary detection system using hybrid optimization technique“, Applied Intelligence, 49 (9), 3207-3220, 2019. https://doi.org/10.1007/s10489-019-01444-1 [SCIE]
- D Thounaojam, T Khelchandra, T Jayshree, S Roy, K Singh, “Colour Histogram and Modified Multi-layer Perceptron Neural Network based Video Shot Boundary Detection“, Int. Arab J. Inf. Technol., 16 (4), 686-693, 2019. https://iajit.org/portal/index.php/archive/volume-16-2019/july-2019-no-4/item/221-colour-histogram-and-modified-multi-layer-perceptron-neural-network-based-video-shot-boundary-detect [SCIE]
- B Soni, PK Das, DM Thounaojam, “Geometric transformation invariant block based copy-move forgery detection using fast and efficient hybrid local features“, Journal of information security and applications, 45, 44-51, 2019. https://doi.org/10.1016/j.jisa.2019.01.007 [SCIE]
- ND Gharde, DM Thounaojam, B Soni, SK Biswas, “Robust perceptual image hashing using fuzzy color histogram“, Multimedia Tools and Applications, 77 (23), 30815-30840, 2018. https://doi.org/10.1007/s11042-018-6115-1 [SCIE]
- B Soni, PK Das, DM Thounaojam, “Keypoints based enhanced multiple copy-move forgeries detection system using density-based spatial clustering of application with noise clustering algorithm”, IET Image Processing, 12 (11), 2092-2099, 2018. 1049/iet-ipr.2018.5576 [SCIE]
- AK Trivedi, DM Thounaojam, S Pal, “A robust and non-invertible fingerprint template for fingerprint matching system“, Forensic science international, 288, 256-265, 2018. https://doi.org/10.1016/j.forsciint.2018.04.045 [SCIE]
- Chitralekha Chongtham, MJ Sanada Khumanthem, Y Jina Chanu, Neelima Arambam, Dalton Meitei, P Roji Chanu, Kh Manglem Singh, “A copyright protection scheme for videos based on the SIFT“, Iranian Journal of Science and Technology, Transactions of Electrical Engineering, 42(1), 107-121, 2018. https://doi.org/10.1007/s40998-018-0052-x [SCIE]
- B Soni, PK Das, DM Thounaojam,” Dual System for Copy-move Forgery Detection using Block-based LBP-HF and FWHT Features“, Engineering Letters, 26 (1), 2018. http://www.engineeringletters.com/issues_v26/issue_1/EL_26_1_20.pdf [Scopus]
- B Soni, PK Das, DM Thounaojam,”CMFD: a detailed review of block based and key feature based techniques in image copy-move forgery detection“, IET Image Processing, 12 (2), 167-178, 2017. 1049/iet-ipr.2017.0441 [SCIE]
- SK Biswas, M Chakraborty, B Purkayastha, P Roy, DM Thounaojam,”Rule extraction from training data using neural network“, International Journal on Artificial Intelligence Tools, 26 (03), 1750006, 2017. https://doi.org/10.1142/S0218213017500063 [SCIE]
- DM Thounaojam, VS Bhadouria, S Roy, KM Singh, “Shot boundary detection using perceptual and semantic information“, International journal of multimedia information retrieval, 6 (2), 167-174, 2017. https://doi.org/10.1007/s13735-017-0123-1 [Scopus]
- DM Thounaojam, T Khelchandra, K Singh, S Roy, “A genetic algorithm and fuzzy logic approach for video shot boundary detection“, Computational intelligence and neuroscience, 2016, 11, https://doi.org/10.1155/2016/8469428 [SCIE]
- DM Thounaojam, S Roy, KM Singh, “Video shot boundary detection using gray level cooccurrence matrix“, Indian Journal of Science and Technology, 9 (7), 1-5, 2016. 17485/ijst/2016/v9i7/84338 [Scopus]
- HS Devi, DM Thounaojam, “Heterogeneous Techniques used in Face Recognition: A Survey“, ADBU Journal of Engineering Technology, 3, 2015. http://journals.dbuniversity.ac.in/ojs/index.php/AJET/article/view/121
- Hidangmayum Saxena Devi, Dalton Meitei Thounaojam and Romesh Laishram, “An approach to illumination and expression invariant multiple classifier face recognition“, Int. J. Comput. Appl, 975, 10.5120, 2014.
- B Deori, DM Thounaojam,”A survey on moving object tracking in video“, International Journal on Information Theory (IJIT), 3 (3), 31-46, 2014. https://airccse.org/journal/ijit/papers/3314ijit04.pdf
CONFERENCES
- Rousanuzzaman; Saroj Kr. Biswas; Debasmita Saha; Dalton Meitei Thounaojam; Barsha Abhisheka; Soumen Das; Biswajit Purkayastha, “ESDPCOS: Effectiveness of Combined CNN and Handcrafted Features for Ovarian Cyst Detection in PCOS Patients using Ultrasound Images”, in International Conference on Electrical, Electronics and Computer Engineering (UPCON), pp. 846–851, IEEE, 2024.
- Irshed Hussain, and Dalton Meitei Thounaojam, “An Extensive Review of the Supervised Learning Algorithms for Spiking Neural Networks”, in International Conference on Big Data, Machine Learning, and Applications. Lecture Notes in Electrical Engineering, vol 1053, pp 63–80. Springer, Singapore, 2024.
- Goutam Agrawal, Rituraj Das, Anupam Biswas and Dalton Meitei Thounaojam, “Neural Machine Translation for English – Manipuri and English – Assamese”, in Conference on Machine Translation, pp. 931–934, ACT, 2023.
- Tushar Banik, Saptarshi Chakraborty, Dalton Meitei Thounaojam and Debjani Bhowmik, “WOA-FNN: An innovative hybrid optimization technique for effective detection of shot boundaries”, in IEEE Silchar Subsection Conference (SILCON), pp. 1–6, IEEE, 2023.
- Anil Kumar Dasari, Saroj Kr. Biswas, Dalton Meitei Thounaojam, Debashree Devi and Biswajit Purkayastha, “Ensemble Learning Techniques and Their Applications: An Overview”, in: Kumar, A., Mozar, S., Haase, J. (eds) Advances in Cognitive Science and Communications, pp 897–912, Springer, 2023.
- Moumita Roy, Dalton Meitei Thounaojam and Shyamosree Pal, “Various Approaches to perceptual image hashing systems-A Survey*”, in International Conference on Intelligent Systems, Advanced Computing and Communication, pp. 1–9, IEEE, 2023.
- Irshed Hussain, and Dalton Meitei Thounaojam, “Classification of Diabetes using the Biologically Plausible Network of Spiking Neurons”, in International Conference on Machine Learning, Computer Systems and Security , pp. 154-158, IEEE, 2022.
- S. Reshmi, Saroj Kr. Biswas, Arpita Nath Boruah, Dalton Meitei Thounaojam and Biswajit Purkayastha, “Diabetes Prediction Using Machine Learning Analytics,” in International Conference on Machine Learning, Big Data, Cloud and Parallel Computing, pp. 108-112, IEEE, 2022. 10.1109/COM-IT-CON54601.2022.9850922.
- Irshed Hussain, and Dalton Meitei Thounaojam, “Epileptic Seizure Classification Using Spiking Neural Network from EEG Signals”. In: Patgiri, R., Bandyopadhyay, S., Borah, M.D., Emilia Balas, V. (eds) Edge Analytics. Lecture Notes in Electrical Engineering, vol 869. Springer, Singapore, 2022. https://doi.org/10.1007/978-981-19-0019-8_23
- Saptarshi Chakraborty, Dalton Meitei Thounaujam, Alok Singh, and Gautam Pal, “ALO-SBD: A Hybrid Shot Boundary Detection Technique for Video Surveillance System”. In: Patgiri, R., Bandyopadhyay, S., Borah, M.D., Emilia Balas, V. (eds) Edge Analytics. Lecture Notes in Electrical Engineering, vol 869. Springer, Singapore, 2022. https://doi.org/10.1007/978-981-19-0019-8_51
- B Soni, PK Das, DM Thounaojam, D Biswas, “Copy–Move Attack Detection from Digital Images: An Image Forensic Approach“, Smart Computing Paradigms: New Progresses and Challenges, 69-76, 2020. https://doi.org/10.1007/978-981-13-9683-0_8
- Manas Jyoti Gogoi, Amit Kumar Trivedi, Dalton Meitei Thounaojam, Aniruddha Bhattarchajee, Rahul Debnath, Kaushik Borah, “Ring Partition-Based Fingerprint Indexing Algorithm“, International Conference on Machine Intelligence and Signal Processing, 1-12, 2019. https://doi.org/10.1007/978-981-15-1366-4_1
- B Soni, PK Das, DM Thounaojam, “multiCMFD: fast and efficient system for multiple copy-move forgeries detection in image“, proceedings of the international conference on image and graphics processing , 53-58, 2018. https://doi.org/10.1145/3191442.3191465
- B Soni, PK Das, DM Thounaojam, “Improved block-based technique using SURF and FAST keypoints matching for copy-move attack detection“, International Conference on Signal Processing and Integrated Networks, 197-202, 2018. 1109/SPIN.2018.8474093
- B Soni, PK Das, DM Thounaojam,” An efficient block phase correlation approach for CMFD system“, Progress in Computing, Analytics and Networking, 41-49, 2018. https://doi.org/10.1007/978-981-10-7871-2_5
- B Soni, PK Das, DM Thounaojam, “Copy-move tampering detection based on local binary pattern histogram fourier feature“, Proceedings of the 7th International Conference on Computer and Communication Technology, 78-83, 2017. https://doi.org/10.1145/3154979.3155001
- B Soni, PK Das, DM Thounaojam, “Blur invariant block based copy-move forgery detection technique using FWHT features“, Proceedings of the International Conference on Watermarking and Image Processing, 22-26, 2017. https://doi.org/10.1145/3150978.3150987
- A SenGupta, DM Thounaojam, KM Singh, S Roy, “Video shot boundary detection: A review“, IEEE International Conference on Electrical, Computer and Communication Technologies, 1-6, 2015. 1109/ICECCT.2015.7226084
- HS Devi, R Laishram, DM Thounaojam, “Face recognition using R-KDA with non-linear SVM for multi-view database“, Procedia Computer Science, 54, 532-541, 2015. https://doi.org/10.1016/j.procs.2015.06.061
- DM Thounaojam, A Trivedi, KM Singh, S Roy, “A survey on video segmentation“, Intelligent computing, networking, and informatics, 903-912, 2014. https://doi.org/10.1007/978-81-322-1665-0_91
- Barga Deori and Dalton Meitei Thounaojam, “Extended Kalman Filtering based Multiple Object Tracking in Image Sequences“, in international conference on Image and Signal Processing, 315–323, 2014.
MEMBERSHIP
- Senior Member, IEEE
- Associate Member, IETE
- Member, IAENG
PATENT SUBMITTED / GRANTED
- Moumita Roy, Dalton Meitei Thounaojam and Ripon Patgiri, “A perception-based hashing system using Kaze feature descriptors for combinatorial manipulations (Ein wahrnehmungsbasiertes Hashing-System, das Kaze-Merkmalsdeskriptoren für kombinatorische Manipulationen verwendet)”, Germany Patent, Status: Granted, File Number: 20 2022 101 746.8.
- Sabuzima Nayak, Ripon Patgiri, Uriti Kartheek Chandra Patnaik, Venkata Siva Nageswararao Kadiyala, Hemant Nandkishor Watane, Repudi Ramesh, Ramesh Babu Mallela and Dalton Meitei Thounaojam, “A Counting BLOOM Filter“, South Africa Patent, Status: Granted, File Number: 2022/05074.
- Ksh. Robert Singh, Saurabh Chaudhury, Somen Debnath, Subir Datta, Subhasish Deb, Dalton Meitei Thounaojam, R.Lalchhanhima, R. Chawngsangpuii Lalhmingliana, N. Gopil Singh and Mayanglambam Sushilata Devi, “A Cascade Network System for Classification of Rice Grain”, South Africa Patent, Status: Granted, File Number: 2023/02261.
- Irshed Hussain, Vikash Kumar and Dalton Meitei Thounaojam, “A Computationally Efficient Classification System to Classify Non-Linear Temporal Patterns Without Hidden Layer (Ein rechnerisch effizientes Klassifizierungssystem zur Klassifizierung nichtlinearer zeitlicher Muster ohne versteckte Schicht)”, Germany Patent, Status: Granted, File Number: 20 2023 104 383.6.
- Kshetrimayum Robert Singh, Saurabh Chaudhury, Takhellambam Sonamani Singh, Subir Datta, Subhasish Deb, Dalton Meitei Thounaojam, Usham Robinchandra Singh, Raju Rajkumar, R.
Chawngsangpuii and Nungleppam Gopil Singh, “A System for Classifying Rice Grain based on Neural Network based Feature Selection (Ein System zur Klassifizierung von Reiskörnern auf der Grundlage eines neuronalen Netzes zur Auswahl von Merkmalen)”, Germany Patent, Status: Granted, File Number: 20 2024 104 811.3.
Ph.D. GUIDED
- Mr. Amit Kumar Trivedi Co-Supervisor
Scholar no.: 16-3-05-101
Thesis title: Robust and Non-invertible Cancelable Fingerprint Recognition Techniques - Mr. Saptarshi Chakraborty Sole Supervisor
Scholar no.: 17-3-05-108
Thesis title: A Study on Video Shot Boundary Detection System using Confirmation Stage - Mr. Irshed Hussain Sole Supervisor
Scholar no.: 17-3-05-110
Thesis title: Computationally Efficient Supervised Learning Method for the Biologically Plausible Spiking Neural Network–A Metaheuristic Approach - Ms. Moumita Roy Main Supervisor
Scholar no.: 18-3-05-101
Thesis title: Design and Development of Perceptual Image Hashing Algorithms and its Applications
Ph.D. ONGOING
- Mrs. Meesala Pavani Sole Supervisor
Scholar no.: 22-3-02-006
Thesis title: Design and development of Medical Image Zero-Watermarking Algorithms and its application in Copy Image Retrieval - Mrs. Probhakar Sharma Neog Sole Supervisor
Scholar no.: 22-3-02-101
Thesis title: Development of Robust and Efficient Perceptual Image Hash Algorithms and its application in Copy Detection
M.Tech. SUPERVISED
- Hidangmayum Saxena Devi Batch 2012–2014
Scholar no.:12–2–5–116 Supervisor
Project Title: Linear and non-linear Appearance-Based Classification Techniques for Face Recognition - Barga Deori Batch 2012–2014
Scholar no.:12–2–5–102 Supervisor
Project Title: Detection and Tracking of Multiple Moving Objects Using Adaptive GMM with Noise Reduction and Extended Kalman Filtering - Ananya Sengupta Batch 2013–2015
Scholar no.:13–2–5–105 Supervisor
Project Title: Shot Boundary Detection using Maximally Stable Extremal Region - Pinku Narzarey Batch 2014–2016
Scholar no.:14–2–5–101 Supervisor
Project Title: Earthquake Prediction using Artificial Neural Network in North-Eastern Region of India - Nilesh Dilipkumar Ghadre Batch 2015–2017
Scholar no.:15–2–5–120 Supervisor
Project Title: Robust Perceptual Image Hashing using Fuzzy Color Histogram - Manas Jyoti Gogoi Batch 2016–2018
Scholar no.:16–2–5–104 Supervisor - Project Title:Minutiae Based Fingerprint Indexing Systems
- Alok Singh Batch 2017–2019
Scholar no.:17–2–5–113 Supervisor
Project Title: A Novel Automatic Shot Boundary Detection Algorithm Robust to Illumination and Motion Effect - Santosh Pal Batch 2018–2020
Scholar no.:18–2–5–113 Supervisor
Project Title: Robust Perceptual Image Hashing based on Ring Partition and Color Histogram - Pramit Chattopadhyay Batch 2019–2021
Scholar no.:19–2–2–113 Supervisor
Project Title: A two level shot boundary detection technique using PHOG and CSLBP feature extractor - Indranath Roy Batch 2020–2022
Scholar no.:20–2–2–110 Supervisor
Project Title: Video Shot Boundary Detection using Machine Learning approach and Confirmation Stage - Sudhir Panda Batch 2021–2023
Scholar no.:21–2–2–105 Supervisor
Project Title: Unpaired Image to Image Translation using modified Gnerative Adversarial Network - Rituraj Das Batch 2021–2023
Scholar no.:22–2–2–103 Supervisor
Project Title: Object Detection using Spiking Convolution Neural Network