The undergraduate program is NBA accredited for the academic years 2024 – 2025 to 2029 – 2030 (up to 30.06.2030)
Department of Computer Science and Engineering, Jadavpur University
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Ram Sarkar

Website

Address

2nd Floor, Prayukti Bhavan, Dept. of CSE, Jadavpur University, 188, Raja S. C. Mallick Road, Kolkata - 700032, India

Alternative Email Addresss.

ram.sarkar@jadavpuruniversity.in

Field of Specialization

Medical Image Analysis, Computer Vision, Machine Learning, Deep Learning
Ram Sarkar
Professor
Ph.D.
IEEE, ACM
https://orcid.org/0000-0001-8813-4086
https://scholar.google.co.in/citations?user=bDj0BUEAAAAJ&hl=en
https://www.linkedin.com/in/ram-sarkar-51414a230/
https://dblp.org/pid/03/5563.html

Teaching and Research

Ph.D.
2012
Jadavpur University
M.E.
2005
Jadavpur University
B.Tech
2003
University of Calcutta
B.Sc
2000
University of Calcutta
Dept. of Automation and Control Processes, Saint Petersburg State Electrotechnical University LETI, Russia
Visiting Professor
2021, November to 2021, December
Jadavpur University
Professor
2021, May to Till Date
Jadavpur University
Associate Professor
2018, June to 2021, April
Jadavpur University
Assistant Professor
2008, April to 2018, June
MCKV Institute of Engineering
Lecturer
2006, August to 2008, April
NA
Computer Organization (BCSE), C & C++ Programming Languages (Theory and lab), Numerical Methods (Theory and lab), Computer Graphics (Lab), Basic Electronics (Lab).
Computer Organization and Architecture (MCA), Artificial Intelligence (MCA), Principles of Programming Languages (MTCT)
Document Image Processing, Evolutionary Algorithm, Feature Selection, Medical Image Analysis, Human Action Recognition, Microarray Data, Facial Emotion Recognition, Speaker and Language Identification from Audio Signals, Scene Text Recognition, and Class Imbalance.

Publication

# Publication
1 Maity, Sourajit and Saha, Debam and Singh, Pawan Kumar and Sarkar, Ram, JUIVCDv1: development of a still-image based dataset for indian vehicle classification, Multimedia Tools and Applications, 2024, https://doi.org/10.1007/s11042-024-18303-y
2 Gautam, Nandita and Basu, Abhishek and Sarkar, Ram, Lung cancer detection from thoracic CT scans using an ensemble of deep learning models, Neural Computing and Applications, 2024, https://doi.org/10.1007/s00521-023-09130-7
3 Basu, Arpan and Pramanik, Rishav and Sarkar, Ram, Wanet: weight and attention network for video summarization, Discover Artificial Intelligence, 2024, https://doi.org/10.1007/s44163-024-00101-y
4 Pramanik, Payel and Pramanik, Rishav and Naskar, Anurup and Mirjalili, Seyedali and Sarkar, Ram, U-WOA: an unsupervised whale optimization algorithm based deep feature selection method for cancer detection in breast ultrasound images, Handbook of Whale Optimization Algorithm, 2024, https://doi.org/10.1016/B978-0-32-395365-8.00020-8
5 Ali, Asfak and Sarkar, Ram and Das, Debesh Kumar, IRUVD: a new still-image based dataset for automatic vehicle detection, Multimedia Tools and Applications, 2024, https://doi.org/10.1007/s11042-023-15365-2
6 Gayen, Soumyajit and Maity, Sourajit and Singh, Pawan Kumar and Geem, Zong Woo and Sarkar, Ram, Two decades of vehicle make and model recognition--survey, challenges and future directions, Journal of King Saud University-Computer and Information Sciences, 2023, https://doi.org/10.1016/j.jksuci.2023.101885
7 Biswas, Kunal and Shivakumara, Palaiahnakote and Pal, Umapada and Sarkar, Ram, A New Contrastive Learning Based Model for Estimating Degree of Multiple Personality Traits Using Social Media Posts, Asian Conference on Pattern Recognition, 2023, https://doi.org/10.1007/978-3-031-47637-2_2
8 Malakar, Samir and Sen, Swaraj and Romanov, Sergei and Kaplun, Dmitrii and Sarkar, Ram, Role of transfer functions in PSO to select diagnostic attributes for chronic disease prediction: An experimental study, Journal of King Saud University-Computer and Information Sciences, 2023, https://doi.org/10.1016/j.jksuci.2023.101757
9 Mukhopadhyay, Souradeep and Hossain, Sabbir and Malakar, Samir and Cuevas, Erik and Sarkar, Ram, Image contrast improvement through a metaheuristic scheme, Soft Computing, 2023, https://doi.org/10.1007/s00500-022-07291-6
10 Pramanik, Rishav and Banerjee, Bihan and Sarkar, Ram, MSENet: Mean and standard deviation based ensemble network for cervical cancer detection, Engineering Applications of Artificial Intelligence, 2023, https://doi.org/10.1016/j.engappai.2023.106336
11 Paul, Ashis and Basu, Arpan and Mahmud, Mufti and Kaiser, M Shamim and Sarkar, Ram, Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-rays, Neural Computing and Applications, 2023, https://doi.org/10.1007/s00521-021-06737-6
12 Mondal, Sayan and De, Pratyay and Malakar, Samir and Sarkar, Ram, OMRNet: A lightweight deep learning model for optical mark recognition, Multimedia Tools and Applications, 2023, https://doi.org/10.1007/s11042-023-15408-8
13 Naskar, Anurup and Pramanik, Rishav and Hossain, SK Sabbir and Mirjalili, Seyedali and Sarkar, Ram, Late acceptance hill climbing aided chaotic harmony search for feature selection: An empirical analysis on medical data, Expert Systems with Applications, 2023, https://doi.org/10.1016/j.eswa.2023.119745
14 Cuevas, Erik and Escobar, H{\'e}ctor and Sarkar, Ram and Eid, Heba F, A new population initialization approach based on Metropolis--Hastings (MH) method, Applied Intelligence, 2023, https://doi.org/10.1007/s10489-022-04359-6
15 Malakar, Samir and Sahoo, Samanway and Chakraborty, Anuran and Sarkar, Ram and Nasipuri, Mita, Handwritten Arabic and Roman word recognition using holistic approach, The Visual Computer, 2023, https://doi.org/10.1007/s00371-022-02500-7
16 Chatterjee, Somnath and Saha, Debyarati and Sen, Shibaprasad and Oliva, Diego and Sarkar, Ram, Moth-flame optimization based deep feature selection for facial expression recognition using thermal images, Multimedia Tools and Applications, 2023, https://doi.org/10.1007/s11042-023-15861-5
17 Chattopadhyay, Soumitri and Singh, Pawan Kumar and Ijaz, Muhammad Fazal and Kim, SeongKi and Sarkar, Ram, SnapEnsemFS: a snapshot ensembling-based deep feature selection model for colorectal cancer histological analysis, Scientific Reports, 2023, https://doi.org/10.1038/s41598-023-36921-8
18 Sarkar, Apu and Hossain, SK Sabbir and Sarkar, Ram, Human activity recognition from sensor data using spatial attention-aided CNN with genetic algorithm, Neural Computing and Applications, 2023, https://doi.org/10.1007/s00521-022-07911-0
19 Pramanik, Rishav and Sikdar, Ritodeep and Sarkar, Ram, Transformer-based deep reverse attention network for multi-sensory human activity recognition, Engineering Applications of Artificial Intelligence, 2023, https://doi.org/10.1016/j.engappai.2023.106150
20 Sarkar, Debjit and Roy, Sourodeep and Malakar, Samir and Sarkar, Ram, A modified GNN architecture with enhanced aggregator and Message Passing Functions, Engineering Applications of Artificial Intelligence, 2023, https://doi.org/10.1016/j.engappai.2023.106077
21 Roy, Debasmit and Pramanik, Rishav and Sarkar, Ram, Margin-Aware Adaptive-Weighted-Loss for deep learning based imbalanced data classification, IEEE Transactions on Artificial Intelligence, 2023, https://doi.org/10.1109/TAI.2023.3275133
22 Marjit, Shyam and Bhattacharyya, Trinav and Chatterjee, Bitanu and Sarkar, Ram, Simulated annealing aided genetic algorithm for gene selection from microarray data, Computers in Biology and Medicine, 2023, https://doi.org/10.1016/j.compbiomed.2023.106854
23 Mohiuddin, Sk and Sheikh, Khalid Hassan and Malakar, Samir and Vel{\'a}squez, Juan D and Sarkar, Ram, A hierarchical feature selection strategy for deepfake video detection, Neural Computing and Applications, 2023, https://doi.org/10.1007/s00521-023-08201-z
24 Bhattacharya, Agnish and Saha, Biswajit and Chattopadhyay, Soham and Sarkar, Ram, Deep feature selection using adaptive $\beta$-Hill Climbing aided whale optimization algorithm for lung and colon cancer detection, Biomedical Signal Processing and Control, 2023, https://doi.org/10.1016/j.bspc.2023.104692
25 Chatterjee, Bitanu and Acharya, Sayan and Bhattacharyya, Trinav and Mirjalili, Seyedali and Sarkar, Ram, Stock market prediction using Altruistic Dragonfly Algorithm, Plos one, 2023, https://doi.org/10.1371/journal.pone.0282002
26 Biswas, Momojit and Pramanik, Rishav and Sen, Shibaprasad and Sinitca, Aleksandr and Kaplun, Dmitry and Sarkar, Ram, Microstructural segmentation using a union of attention guided U-Net models with different color transformed images, Scientific Reports, 2023, https://doi.org/10.1038/s41598-023-32318-9
27 Pramanik, Rishav and Banerjee, Bihan and Efimenko, George and Kaplun, Dmitrii and Sarkar, Ram, Monkeypox detection from skin lesion images using an amalgamation of CNN models aided with Beta function-based normalization scheme, Plos one, 2023, https://doi.org/10.1371/journal.pone.0281815
28 Das, Anubhab and Choudhuri, Arka and Basu, Arpan and Sarkar, Ram, Generation of a synthetic handwritten Bangla compound character dataset using a modified conditional GAN architecture, Multimedia Tools and Applications, 2023, https://doi.org/10.1007/s11042-022-13891-z
29 Bhowal, Pratik and Sen, Subhankar and Sarkar, Ram, A two-tier feature selection method using Coalition game and Nystrom sampling for screening COVID-19 from chest X-Ray images, Journal of Ambient Intelligence and Humanized Computing, 2023, https://doi.org/10.1007/s12652-021-03491-4
30 Mohiuddin, Sk and Malakar, Samir and Kumar, Munish and Sarkar, Ram, A comprehensive survey on state-of-the-art video forgery detection techniques, Multimedia Tools and Applications, 2023, https://doi.org/10.1007/s11042-023-14870-8
31 Chattopadhyay, Soham and Dey, Arijit and Singh, Pawan Kumar and Ahmadian, Ali and Sarkar, Ram, A feature selection model for speech emotion recognition using clustering-based population generation with hybrid of equilibrium optimizer and atom search optimization algorithm, Multimedia Tools and Applications, 2023, https://doi.org/10.1007/s11042-021-11839-3
32 Guha, Ritam and Ghosh, Kushal Kanti and Bera, Suman Kumar and Sarkar, Ram and Mirjalili, Seyedali, Discrete equilibrium optimizer combined with simulated annealing for feature selection, Journal of Computational Science, 2023, https://doi.org/10.1016/j.jocs.2023.101942
33 Mohiuddin, Sk and Malakar, Samir and Sarkar, Ram, An ensemble approach to detect copy-move forgery in videos, Multimedia Tools and Applications, 2023, https://doi.org/10.1007/s11042-023-14554-3
34 Ganguly, Sagnik and Mandal, Sanmit and Malakar, Samir and Sarkar, Ram, Copy-move forgery detection using local tetra pattern based texture descriptor, Multimedia Tools and Applications, 2023, https://doi.org/10.1007/s11042-022-14287-9
35 Kaplun, Dmitrii and Bogachev, Mikhail I and Singh, Dr Pawan Kumar and Sarkar, Ram, Bringing together data-and knowledge-driven solutions for a better understanding and effective diagnostics of neurological disorders, Frontiers in Neuroinformatics, 2023, https://doi.org/10.3389/fninf.2023.1229945
36 Cuevas, Erik and Rodr{\'\i}guez, Alma and Perez, Marco and Murillo-Olmos, Jes{\'u}s and Morales-Casta{\~n}eda, Bernardo and Alejo-Reyes, Avelina and Sarkar, Ram, Optimal evaluation of re-opening policies for COVID-19 through the use of metaheuristic schemes, Applied Mathematical Modelling, 2023, https://doi.org/10.1016/j.apm.2023.05.012
37 Bhattacharyya, Avirup and Bhattacharya, Avigyan and Maity, Sourajit and Singh, Pawan Kumar and Sarkar, Ram, JUVDsi v1: developing and benchmarking a new still image database in Indian scenario for automatic vehicle detection, Multimedia Tools and Applications, 2023, https://doi.org/10.1007/s11042-023-14661-1
38 Dey, Chiradeep and Bose, Rajarshi and Ghosh, Kushal Kanti and Malakar, Samir and Sarkar, Ram, LAGOA: Learning automata based grasshopper optimization algorithm for feature selection in disease datasets, Journal of Ambient Intelligence and Humanized Computing, 2022, https://doi.org/10.1007/s12652-021-03155-3
39 Guha, Ritam and Ghosh, Soulib and Ghosh, Kushal Kanti and Cuevas, Erik and Perez-Cisneros, Marco and Sarkar, Ram, Groundwater flow algorithm: A novel hydro-geology based optimization algorithm, IEEE Access, 2022, https://doi.org/10.1109/ACCESS.2022.3222489
40 Reza, Arham and Singh, Pawan Kumar and Mahmud, Mufti and Brown, David J and Sarkar, Ram, Multi-Level Stress Detection using Ensemble Filter-based Feature Selection Method, International Conference on Trends in Electronics and Health Informatics, 2022, https://doi.org/10.1007/978-981-99-1916-1_13
41 Gautam, Nandita and Basu, Abhishek and Kaplun, Dmitry and Sarkar, Ram, An Ensemble of UNet Frameworks for Lung Nodule Segmentation, International Conference on Actual Problems of Applied Mathematics and Computer Science, 2022, https://doi.org/10.1007/978-3-031-34127-4_44
42 Pramanik, Rishav and Biswas, Momojit and Sen, Shibaprasad and de Souza J{\'u}nior, Luis Antonio and Papa, Jo{\~a}o Paulo and Sarkar, Ram, A fuzzy distance-based ensemble of deep models for cervical cancer detection, Computer Methods and Programs in Biomedicine, 2022, https://doi.org/10.1016/j.cmpb.2022.106776
43 Ghosh, Kushal Kanti and Begum, Shemim and Sardar, Aritra and Adhikary, Sukdev and Ghosh, Manosij and Kumar, Munish and Sarkar, Ram, Theoretical and empirical analysis of filter ranking methods: Experimental study on benchmark DNA microarray data, Expert Systems with Applications, 2021, https://doi.org/10.1016/j.eswa.2020.114485
44 Guha, Ritam and Ghosh, Manosij and Kapri, Souvik and Shaw, Sushant and Mutsuddi, Shyok and Bhateja, Vikrant and Sarkar, Ram, Deluge based genetic algorithm for feature selection, Evolutionary intelligence, 2021, https://doi.org/DOI:10.1007/s12065-019-00218-5
45 Chakraborty, Saikat and Mondal, Riktim and Singh, Pawan Kumar and Sarkar, Ram and Bhattacharjee, Debotosh, Transfer learning with fine tuning for human action recognition from still images, Multimedia Tools and Applications, 2021, https://doi.org/10.1007/s11042-021-10753-y
46 Thakur, Soumyadeep and Chakraborty, Anuran and De, Rajonya and Kumar, Neeraj and Sarkar, Ram, Intrusion detection in cyber-physical systems using a generic and domain specific deep autoencoder model, Computers \& Electrical Engineering, 2021, https://doi.org/10.1016/j.compeleceng.2021.107044
47 Bhattacharya, Rajdeep and Malakar, Samir and Schwenker, Friedhelm and Sarkar, Ram, Fuzzy-based pseudo segmentation approach for handwritten word recognition using a sequence to sequence model with attention, Pattern recognition. ICPR International Workshops and Challenges: virtual event, January 10--15, 2021, Proceedings, Part II, 2021, https://doi.org/10.1007/978-3-030-68790-8_45
48 Singh, Pawan Kumar and Chatterjee, Iman and Sarkar, Ram and Smith, Elisa Barney and Nasipuri, Mita, A new feature extraction approach for script invariant handwritten numeral recognition, Expert Systems, 2021, https://doi.org/10.1111/exsy.12699
49 Dey, Mrityunjoy and Mia, Shoif Md and Sarkar, Navonil and Bhattacharya, Archan and Roy, Soham and Malakar, Samir and Sarkar, Ram, A two-stage CNN-based hand-drawn electrical and electronic circuit component recognition system, Neural Computing and Applications, 2021, https://doi.org/10.1007/s00521-021-05964-1
50 Garain, Avishek and Basu, Arpan and Giampaolo, Fabio and Velasquez, Juan D and Sarkar, Ram, Detection of COVID-19 from CT scan images: A spiking neural network-based approach, Neural Computing and Applications, 2021, https://doi.org/10.1007/s00521-021-05910-1
51 Sen, Shibaprasad and Chowdhury, Shubham and Mitra, Mridul and Schwenker, Friedhelm and, A novel segmentation technique for online handwritten Bangla words, Pattern Recognition Letters, 2020, https://doi.org/10.1016/j.patrec.2018.02.008
52 Kundu, Soumyadeep and Paul, Sayantan and Bera, Suman Kumar and Abraham, Ajith and Sarkar, Ram, Text-line extraction from handwritten document images using GAN, Expert Systems with Applications, 2020, https://doi.org/DOI:10.1016/j.eswa.2019.112916
53 Sen, Shibaprasad and Bhattacharyya, Ankan and Mitra, Mridul and Roy, Kaushik and Naskar, Sudip Kumar and Sarkar, Ram, Online Bangla handwritten word recognition using HMM and language model, Neural Computing and Applications, 2020, https://doi.org/DOI:10.1007/s00521-019-04518-w
54 Chatterjee, Agneet and Ghosal, Sudipta Kumar and Sarkar, Ram, LSB based steganography with OCR: an intelligent amalgamation, Multimedia Tools and Applications, 2020, https://doi.org/DOI:10.1007/s11042-019-08472-6
55 Dhargupta, Souvik and Ghosh, Manosij and Mirjalili, Seyedali and Sarkar, Ram, Selective opposition based grey wolf optimization, Expert Systems with Applications, 2020, https://doi.org/DOI:10.1016/j.eswa.2020.113389
56 Malakar, Samir and Paul, Sayantan and Kundu, Soumyadeep and Bhowmik, Showmik and Sarkar, Ram and Nasipuri, Mita, Handwritten word recognition using lottery ticket hypothesis based pruned CNN model: a new benchmark on CMATERdb2. 1.2, Neural Computing and Applications, 2020, https://doi.org/DOI:10.1007/s00521-020-04872-0
57 Ahamed, Pratik and Kundu, Soumyadeep and Khan, Tauseef and Bhateja, Vikrant and Sarkar, Ram and Mollah, Ayatullah Faruk, Handwritten Arabic numerals recognition using convolutional neural network, Journal of Ambient Intelligence and Humanized Computing, 2020, https://doi.org/DOI:10.1007/s12652-020-01901-7
58 Saha, Soumyajit and Ghosh, Manosij and Ghosh, Soulib and Sen, Shibaprasad and Singh, Pawan Kumar and Geem, Zong Woo and Sarkar, Ram, Feature selection for facial emotion recognition using cosine similarity-based harmony search algorithm, Applied Sciences, 2020, https://doi.org/DOI:10.3390/app10082816
59 Kar, Devroop and Ghosh, Manosij and Guha, Ritam and Sarkar, Ram and Garcia-Hernandez, Laura and Abraham, Ajith, Fuzzy mutation embedded hybrids of gravitational search and Particle Swarm Optimization methods for engineering design problems, Engineering Applications of Artificial Intelligence, 2020, https://doi.org/10.1016/j.engappai.2020.103847
60 Banerjee, Avinandan and Singh, Pawan Kumar and Sarkar, Ram, Fuzzy integral-based CNN classifier fusion for 3D skeleton action recognition, IEEE transactions on circuits and systems for video technology, 2020, https://doi.org/10.1109/TCSVT.2020.3019293
61 Chatterjee, Bitanu and Bhattacharyya, Trinav and Ghosh, Kushal Kanti and Singh, Pawan Kumar and Geem, Zong Woo and Sarkar, Ram, Late acceptance hill climbing based social ski driver algorithm for feature selection, IEEE Access, 2020, https://doi.org/DOI:10.1109/ACCESS.2020.2988157
62 Ghosh, Kushal Kanti and Ahmed, Shameem and Singh, Pawan Kumar and Geem, Zong Woo and Sarkar, Ram, Improved binary sailfish optimizer based on adaptive $\beta$-hill climbing for feature selection, IEEE access, 2020, https://doi.org/DOI:10.1109/ACCESS.2020.2991543
63 Guha, Ritam and Ghosh, Manosij and Chakrabarti, Akash and Sarkar, Ram and Mirjalili, Seyedali, Introducing clustering based population in binary gravitational search algorithm for feature selection, Applied Soft Computing, 2020, https://doi.org/DOI:10.1016/j.asoc.2020.106341
64 Malakar, Samir and Sarkar, Ram and Basu, Subhadip and Kundu, Mahantapas and Nasipuri, Mita, An image database of handwritten Bangla words with automatic benchmarking facilities for character segmentation algorithms, Neural Computing and Applications, 2020, https://doi.org/DOI:10.1007/s00521-020-04981-w
65 Ghosh, Kushal Kanti and Ghosh, Soulib and Sen, Sagnik and Sarkar, Ram and Maulik, Ujjwal, A two-stage approach towards protein secondary structure classification, Medical \& Biological Engineering \& Computing, 2020, https://doi.org/DOI: 10.1007/s11517-020-02194-w
66 Ghosh, Kushal Kanti and Singh, Pawan Kumar and Hong, Junhee and Geem, Zong Woo and Sarkar, Ram, Binary social mimic optimization algorithm with x-shaped transfer function for feature selection, IEEE Access, 2020, https://doi.org/DOI:10.1109/ACCESS.2020.2996611
67 Ghosal, Sudipta Kr and Mukhopadhyay, Souradeep and Hossain, Sabbir and Sarkar, Ram, Application of Lah transform for security and privacy of data through information hiding in telecommunication, Transactions on Emerging Telecommunications Technologies, 2020, https://doi.org/DOI:10.1002/ett.3984
68 Ahmed, Shameem and Ghosh, Kushal Kanti and Singh, Pawan Kumar and Geem, Zong Woo and Sarkar, Ram, Hybrid of harmony search algorithm and ring theory-based evolutionary algorithm for feature selection, IEEE Access, 2020, https://doi.org/DOI:10.1109/ACCESS.2020.2999093
69 Sarkar, Shib Sankar and Das, Ankit and Paul, Siddhartha and Ghosh, Aniruddha and Mali, Kalyani and Sarkar, Ram and Kumar, Arvind, Infrared imaging based machine vision system to determine transient shape of isotherms in submerged arc welding, Infrared Physics \& Technology, 2020, https://doi.org/DOI:10.1016/j.infrared.2020.103410
70 Ghosh, Manosij and Malakar, Samir and Bhowmik, Showmik and Sarkar, Ram and Nasipuri, Mita, Feature selection for handwritten word recognition using memetic algorithm, Advances in intelligent computing, 2019, https://doi.org/DOI:10.1007/978-981-10-8974-9_6
71 Ghosh, Manosij and Begum, Shemim and Sarkar, Ram and Chakraborty, Debasis and Maulik, Ujjwal, Recursive memetic algorithm for gene selection in microarray data, Expert Systems with Applications, 2019, https://doi.org/DOI:10.1016/j.eswa.2018.06.057
72 Ghosh, Manosij and Adhikary, Sukdev and Ghosh, Kushal Kanti and Sardar, Aritra and Begum, Shemim and Sarkar, Ram, Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods, Medical \& biological engineering \& computing, 2019, https://doi.org/DOI: 10.1007/s11517-018-1874-4
73 Bhowmik, Showmik and Sarkar, Ram and Das, Bishwadeep and Doermann, David, GiB: AGame TheoryInspiredBinarization Technique for Degraded Document Images, IEEE Transactions on Image Processing, 2019, https://doi.org/DOI: 10.1109/TIP.2018.2878959
74 Malakar, S and Ghosh, M and Bhowmik, S and Sarkar, R and Nasipuri, M, A GA based hierarchical feature selection approach for handwritten word recognition, Neural Computing and Applications, 2019, https://doi.org/DOI:10.1007/s00521-018-3937-8
75 Dhargupta, S and Chakraborty, A and Ghosal, S K and Saha, S and Sarkar, R, Fuzzy edge detection based steganography using modified Gaussian distribution, Multimedia Tools and Applications, 2019, https://doi.org/DOI:10.1007/s11042-018-7123-x
76 Kar, Radib and Saha, Souvik and Bera, Suman Kumar and Kavallieratou, Ergina and Bhateja, Vikrant and Sarkar, Ram, Novel approaches towards slope and slant correction for tri-script handwritten word images, The Imaging Science Journal, 2019, https://doi.org/DOI:10.1080/13682199.2019.1574368
77 Sen, Shibaprasad and Mitra, Mridul and Bhattacharyya, Ankan and Sarkar, Ram and Schwenker, Friedhelm and Roy, Kaushik, Feature selection for recognition of online handwritten Bangla characters, Neural Processing Letters, 2019, https://doi.org/DOI:10.1007/s11063-019-10010-2
78 Kundu, Soumyadeep and Paul, Sayantan and Singh, Pawan Kumar and Sarkar, Ram and Nasipuri, Mita, Understanding NFC-Net: a deep learning approach to word-level handwritten Indic script recognition, Neural Computing and Applications, 2019, https://doi.org/DOI:10.1007/s00521-019-04235-4
79 Ghosh, Manosij and Kundu, Tuhin and Ghosh, Dipayan and Sarkar, Ram, Feature selection for facial emotion recognition using late hill-climbing based memetic algorithm, Multimedia Tools and Applications, 2019, https://doi.org/DOI:10.1007/s11042-019-07811-x
80 Guha, Ritam and Ghosh, Manosij and Singh, Pawan Kumar and Sarkar, Ram and Nasipuri, Mita, M-HMOGA: A New Multi-Objective Feature Selection Algorithm for Handwritten Numeral Classification, Journal of Intelligent Systems, 2019, https://doi.org/DOI:10.1515/jisys-2019-0064
81 Chatterjee, Iman and Ghosh, Manosij and Singh, Pawan Kumar and Sarkar, Ram and Nasipuri, Mita, A clustering-based feature selection framework for handwritten Indic script classification, Expert Systems, 2019, https://doi.org/DOI:10.1111/exsy.12459
82 Ghosh, Manosij and Guha, Ritam and Alam, Imran and Lohariwal, Priyank and Jalan, Devesh and Sarkar, Ram, Binary Genetic Swarm Optimization: A Combination of GA and PSO for Feature Selection, Journal of Intelligent Systems, 2019, https://doi.org/DOI:10.1515/jisys-2019-0062
83 Bera, Suman Kumar and Chakrabarti, Akash and Lahiri, Sagnik and Smith, Elisa H Barney and Sarkar, Ram, Normalization of unconstrained handwritten words in terms of Slope and Slant Correction, Pattern Recognition Letters, 2019, https://doi.org/doi:10.1016/j.patrec.2019.10.025
84 Ghosh, Manosij and Guha, Ritam and Sarkar, Ram and Abraham, Ajith, A wrapper-filter feature selection technique based on ant colony optimization, Neural Computing and Applications, 2019, https://doi.org/DOI:10.1007/s00521-019-04171-3
85 Ghosh, Manosij and Guha, Ritam and Singh, Pawan Kumar and Bhateja, Vikrant and Sarkar, Ram, A histogram based fuzzy ensemble technique for feature selection, Evolutionary Intelligence, 2019, https://doi.org/DOI:10.1007/s12065-019-00279-6
86 Singh, Pawan Kumar and Sarkar, Ram and Nasipuri, Mita, Indic script identification from handwritten document images, International Journal of Intelligent Systems Technologies and Applications, 2019, https://doi.org/10.1109/ReTIS.2015.7232880
87 Saha, S and Ghosal, SK and Chakraborty, A and Dhargupta, S and Sarkar, R and Mandal, JK, Improved exploiting modification direction-based steganography using dynamic weightage array, Electronics Letters, 2018, https://doi.org/DOI:10.1049/el.2017.3336
88 Sen, Shibaprasad and Bhattacharyya, Ankan and Singh, Pawan Kumar and Sarkar, Ram and Roy, Kaushik and Doermann, David, Application of structural and topological features to recognize online handwritten Bangla characters, ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2018, https://doi.org/DOI:10.1145/3178457
89 Ghosal, Sudipta Kumar and Mandal, Jyotsna Kumar and Sarkar, Ram, High payload image steganography based on Laplacian of Gaussian (LoG) edge detector, Multimedia Tools and Applications, 2018, https://doi.org/DOI:10.1007/s11042-018-6126-y
90 Mukhopadhyay, Anirban and Singh, Pawan Kumar and Sarkar, Ram and Nasipuri, Mita, Handwritten Indic Script Recognition Based on the Dempster--Shafer Theory of Evidence, Journal of Intelligent Systems, 2018, https://doi.org/DOI:10.1515/jisys-2017-0431
91 Bera, Suman Kumar and Kar, Radib and Saha, Souvik and Chakrabarty, Akash and Lahiri, Sagnik and Malakar, Samir and Sarkar, Ram, A one-pass approach for slope and slant estimation of tri-script handwritten words, Journal of Intelligent Systems, 2018, https://doi.org/DOI:10.1515/jisys-2018-0105
92 Singh, Pawan Kumar and Sarkar, Ram and Bhateja, Vikrant and Nasipuri, Mita, A comprehensive handwritten Indic script recognition system: a tree-based approach, Journal of Ambient Intelligence and Humanized Computing, 2018, https://doi.org/DOI:10.1007/s12652-018-1052-4
93 Malakar, Samir and Ghosh, Manosij and Sarkar, Ram and Nasipuri, Mita, Development of a two-stage segmentation-based word searching method for handwritten document images, Journal of Intelligent Systems, 2018, https://doi.org/DOI:10.1515/jisys-2017-0384
94 Singh, Pawan Kumar and Das, Supratim and Sarkar, Ram and Nasipuri, Mita, Script invariant handwritten digit recognition using a simple feature descriptor, International Journal of Computational Vision and Robotics, 2018, https://doi.org/DOI:10.1504/IJCVR.2018.10016356
95 Begum, S and Bera, SP and Chakraborty, D and Sarkar, R, Breast cancer detection using feature selection and active learning, Computer, Communication and Electrical Technology, 2017, https://doi.org/DOI:10.1201/9781315400624-10
96 Sarkar, R and Das, N and Basu, S and Kundu, M, An improved fuzzy technique for segmentation of handwritten Bangla word images In: 2nd National Conference on Recent Trends in Information Systems (ReTIS-08), Feb, Kolkata, 2008, https://doi.org/DOI:10.1109/ICCTA.2007.7
PAWAN KUMAR SINGH
Offline Script Identification from Handwritten Indic-script Documents
Prof. Mita Nasipuri
Completed
Ph.D
2018
SAMIR MALAKAR
A Study on Content Retrieval from Handwritten Documents
Prof. Mita Nasipuri
Completed
Ph.D
2019
SHIBAPRASAD SEN
An Integrated Approach towards Online Bangla Handwriting Recognition
Prof. Kaushik Roy, West Bengal State University
Completed
Ph.D
2019
SK MOHIUDDIN
A Study on Image and Video Forgery Detection Techniques
Dr. Samir Malakar, Asutosh College
Ongoing
Ph.D
PAYEL PRAMANIK
Some Studies on Breast Cancer Detection Using Deep Learning Approaches
Ongoing
Ph.D
SOURAJIT MAITY
Vehicle Detection and Classification using Deep Models
Ongoing
Ph.D
SUJAN SARKAR
Deep Learning Approaches for Segmentation and Classification of Skin Cancer Images
Ongoing
Ph.D
Nandita Gautam
Some studies on Lung Cancer Detection Systems
Ongoing
Ph.D
Neelotpal Chakraborty
Analysis of Multi-lingual Texts in Digital Images: Inherent Challenges and Probable Solutions
Prof. Subhadip Basu
Completed
Ph.D
2022
Showmik Bhowmik
An Integrated Document Layout Analysis System
Completed
Ph.D
2021
Suman Kumar Bera
Preprocessing - a step towards designing efficient Document Image Analyzer
Completed
Ph.D
2020
Shemim Begum
Some studies on Feature Selection Approaches for Classification of Microarray Data
Prof. Ujjwal Maulik, Jadavpur University, Prof. Debasis Chakraborty, Asansol Engineering College
Completed
Ph.D
2020
Shib Sankar Sarkar
Modeling of Machine Learning Approaches on Welding Science and Microstructure Recognition
Prof. Kalyani Mali, University of Kalyani
Completed
Ph.D
2023
Kunal Biswas
Personality Traits Prediction using Machine Learning
Ongoing
Ph.D
  • Development of Industrial Open Source IoT Hardware and Open Source Software Product Development
  • Multi-lingual Text Analytics for Camera-based Handheld Devices
  • An optical recognition system for handwritten Bangla text and its extension to automatic transcription of pre-formatted form documents
  • Design of Multimodal Biometric System for Various Security and Forensic application
USIEF
Fulbright-Nehru Post-doc Fellowship (Univ. of Maryland, College Park, USA)
2014
ERASMUS MUNDUS
EMMA West Post-doc Fellowship (Univ. of Padova, Italy) [didn't avail]
2013
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