Publications
Project:
Title: Design and Development of a Software Tool for Digitization and Investigation of Microstructure of Materials using Computer Vision and Machine Learning
Funding Agency: Science and Engineering Research Board
Duration: 3 years
Amount: 18 Lacs
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Patent/Copyright:
Reg Number: 4093/2019-CO/SW
Title of Work: POTHOLE RECOGNITION SYSTEM USING DEEP LEARNING AND COMPUTER VISION APPROACH
Applicant Name: Mohammad Shamoon, Amitava Choudhury, Tanupriya Choudhury
Status: Registered
Reg Number: 19510/2021-CO/SW
Title of Work: MACHINE LEARNING ALGORITHM TO AUTOMATE THE PHASE SELECTION PROCESS FROM HIGH ENTROPY ALLOYS
Applicant Name: Amitava Choudhury, NIKKI SARASWAT, LAKSHAY VASUJA
Status: Registered
Patent Title: A SYSTEM FOR DEEP NEURAL NETWORK BASED HANDWRITTEN DIGIT CLASSIFICATION FOR LOW RESOURCE BENGALI SCRIPT
Grant no: 2021107299
Agency: Australian Innovation Patent
Year: 2022
Status: Granted, Download
Title: Analytical Instrument For Identification Of phases And Quantification ff Area Fraction Of carbon Steel. Indian Patent, Application No. 202321075005. (Published)
Title: A novel cost effective methodology for estimating the volume proportion of individual propanol isomers in their liquid phase mixtures, Indian Patent, Application No. 202421051516, (Published).
Journals/Conferences:
2024
Varun Gupta, Zinnia Mallick, Amitava Choudhury, and Dipankar Mandal, On-Demand MXene-Coupled Pyroelectricity for Advanced Breathing Sensors and IR Data Receivers, Langmuir 2024, 40, 17, 8897–8910 Download
S. Roy, P Mondal, A Choudhury et al., "Utilizing Machine Learning Algorithms to Predict Accuracy of the Index of Relative Tectonic Activity (IRTA), Dhansiri (North) River Basin in India and Bhutan," in IEEE Access, vol. 12, pp. 60482-60495, 2024. Download
P Mandal, A. Choudhury, A.Basu Mallick, M. Ghosh"A voting-based ensemble classifier to predict phases and crystal structures of high entropy alloys through thermodynamic, electronic, and configurational parameters", Journal of Alloys and Metallurgical Systems, 2024. Download
A. Choudhury, S. Kumar, (2024). Breaking data barriers: advancing phase prediction in high entropy alloys through a new machine learning framework. Canadian Metallurgical Quarterly, 1–11. Download
P. Sahu, S. Bharany, K. Kaushik, U. Kaur, A. Kumar and A. Choudhury, "Harvest Harmony by Leveraging Machine Learning for Optimal Crop Yield Recommendations," 2024 3rd International Conference for Advancement in Technology (ICONAT), GOA, India, 2024, pp. 1-6, Download
B. Soni, J. Padhiyar, A. G. Ragupathy, A. Choudhury and S. Bharti, "Optimizing the Parameters of Fluidized Bed Dryer," 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), Pune, India, 2024, pp. 1-5, Download
B. Bhagat, S. Paine, B. Manna, A. Choudhury, K. Mukherjee, “Kinetic Modelling and Machine Learning Approaches on the Conductance Transients of Zn0.5Ni0.5Fe2O4 Sensors for Addressing Cross-sensitivity towards Ethanol and Acetone Vapors” Chem. Eur. J. 2024, e202404111. 2024 (SCI) Download
2023
Chhabri, S., Hazra, K., Choudhury, A., Sinha, A. and Ghosh, M. (2023), "In pursuit of a suitable machine learning algorithm for hardness prediction of aluminium alloy", Engineering Computations, Vol. ahead-of-print No. ahead-of-print. Download
Chauhan, P., Mandoria, H.L., Negi, A., Kumar, K., Choudhury, A., Dahiya, S. (2023). Leveraging Advanced Convolutional Neural Networks and Transfer Learning for Vision-Based Human Activity Recognition. In: Muthusamy, H., Botzheim, J., Nayak, R. (eds) Robotics, Control and Computer Vision. Lecture Notes in Electrical Engineering, vol 1009. Springer, Singapore. Download
Singh, M.K., Choudhury, A., Uikey, D. et al. Correlation and Prediction of Molten Steel Temperature in Steel Melting Shop Using Reliable Machine Learning (RML) Approach. Trans Indian Inst Met (2023). Download
Jani, N., Vasava, D., Shah, P., Swain, D., Choudhury, A. (2023). Study of Security for Edge Detection Based Image Steganography . In: Reddy, K.A., Devi, B.R., George, B., Raju, K.S., Sellathurai, M. (eds) Proceedings of Fourth International Conference on Computer and Communication Technologies. Lecture Notes in Networks and Systems, vol 606. Springer, Singapore. Download
D. Soni, K. Gadhe, B. Doshi and A. Choudhury, "Machine Intelligence Based Web Page Phishing Detection," 2022 International Conference on Futuristic Technologies (INCOFT), Belgaum, India, 2022, pp. 1-5,Download
T. Bhowmik, A. Choudhury, A. Sharma, A. Verma, B. Kanthalia and B. Roy, "A Comparative Study on Native and Non-Native English Accent Classifications," 2022 International Conference on Futuristic Technologies (INCOFT), Belgaum, India, 2022, pp. 1-6, Download
S. Kumar, G. A. Modi and A. Choudhury, "Analysis of Juvenile Delinquency in India," 2022 International Conference on Futuristic Technologies (INCOFT), Belgaum, India, 2022, pp. 1-6 Download
T. Bhowmik and A. Choudhury, "Elevating Bengali Speech Recognition with Phonological Harmony," 2023 2nd International Conference on Futuristic Technologies (INCOFT), Belagavi, Karnataka, India, 2023, pp. 1-6, doi: 10.1109/INCOFT60753.2023.10425164. Download
A. Choudhury and T. Bhowmik, "Enhancing Speech Emotion Recognition Through Multimodal Fusion and Advanced Feature Extraction Techniques," 2023 2nd International Conference on Futuristic Technologies (INCOFT), Belagavi, Karnataka, India, 2023, pp. 1-4, doi: 10.1109/INCOFT60753.2023.10425376. Download
T. Bhowmik and A. Choudhury, "Harmonizing Voices: Enhancing Speech Recognition Through Integrated Phonological Features in Bengali," 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), Bangalore, India, 2023, pp. 1-8, Download
A. Kumar, I. Sharma, K. Kaushik and A. Choudhury, "Integration of Machine Learning Techniques for Intelligent Network Attack Detection," 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), Gautam Buddha Nagar, India, 2023, pp. 813-818, doi: 10.1109/UPCON59197.2023.10434312. Download
2022
K. Ghosh, A. Choudhury (2022) Degree of Proximity: A Novel Network Parameter to Maximize Lifetime of Wireless Sensor Networks Through Optimized Node Deployment. In: Gandhi T.K., Konar D., Sen B., Sharma K. (eds) Advanced Computational Paradigms and Hybrid Intelligent Computing. Advances in Intelligent Systems and Computing, vol 1373. Springer, Singapore. https://doi.org/10.1007/978-981-16-4369-9_40
A. Choudhury, T. Bhowmik, S. Muhuri. (2022) Facial Recognition Based Attendance Monitoring System. In: Garg D., Jagannathan S., Gupta A., Garg L., Gupta S. (eds) Advanced Computing. IACC 2021. Communications in Computer and Information Science, vol 1528. Springer, Cham. https://doi.org/10.1007/978-3-030-95502-1_19
A. Choudhury, Prediction and Analysis of Mechanical Properties of Low Carbon Steels Using Machine Learning. J. Inst. Eng. India Ser. D (2022). https://doi.org/10.1007/s40033-022-00328-y Download
A. Choudhury, A. Negi and T. Bhowmik, "A Study on Effect of COVID-19 and AI tools to Detect Coronavirus from Chest Medical Images," 2021 5th International Conference on Information Systems and Computer Networks (ISCON), 2021, pp. 1-6, doi: 10.1109/ISCON52037.2021.9702393. Download
P. Mandal, A. Choudhury, A. Basu Mallick, M. Ghosh, Phase Prediction in High Entropy Alloys by Various Machine Learning Modules Using Thermodynamic and Configurational Parameters, Metals and Materials International (2022). Download
Amitava Choudhury, Kaushik Ghosh, Handwritten Bengali Digit Classification Using Deep Learning, Proceedings of the International Conference on Intelligent Vision and Computing (ICIVC 2021) pp 85–95. Download
Mohit Jain, Varnit Jain, Amitava Choudhury, Manojit Ghosh, hase Segmenting Process in Ultra-High Carbon Steels Using Deep Vision Approach. In: Tiwari, S., Trivedi, M.C., Kolhe, M.L., Singh, B.K. (eds) Advances in Data and Information Sciences. Lecture Notes in Networks and Systems, vol 522. Springer, Singapore. Download
2021
A. Kumar, S. Tatwani S., A. Choudhury (2021) Real-Time Inventory Management Using Hadoop, MIDAS. Springer, Singapore. https://doi.org/10.1007/978-981-15-9873-9_20:
N., Ganesh, Paras Jain, Amitava Choudhury, Prasun Dutta, Kanak Kalita, and Paolo Barsocchi. 2021. "Random Forest Regression-Based Machine Learning Model for Accurate Estimation of Fluid Flow in Curved Pipes" Processes 9, no. 11: 2095. https://doi.org/10.3390/pr9112095
A. I. Mondal, B. K. Mandal and A. Choudhury, "Cryptosystem using Facial Landmark for Authentication Pairing and Key Generation in Bluetooth Security," 2021 2nd Global Conference for Advancement in Technology (GCAT), 2021, pp. 1-6, doi: 10.1109/GCAT52182.2021.9587742.
S. Sharma, V. Choudhary, S. Kothari and A. Choudhury, "Customized Human Mask-Face Recognition using Computer Vision," 2021 2nd Global Conference for Advancement in Technology (GCAT), 2021, pp. 1-5, doi: 10.1109/GCAT52182.2021.9587490.
S. Saha, A. Majumder, T. Bhowmik, A. Basu and A. Choudhury, "A Healthcare Data Management System on Blockchain Framework," 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON), 2021, pp. 1-5, doi: 10.1109/SMARTGENCON51891.2021.9645890
2020
Amitava Choudhury "The Role of Machine Learning Algorithms in Materials Science: A State of Art Review on Industry 4.0", Archives of Computational Methods in Engineering, Vol. 28, pp. 3361–3381 2020, DOI : 10.1007/s11831-020-09503-4
2. Raghav Kachhawaha, Pragya Gupta, Tushar Kansal, Amitava Chaudhary, Tanmoy Bhowmik. (2020) Efficient Human Feature Recognition Process Using Sclera. In: Bhattacharjee A., Borgohain S., Soni B., Verma G., Gao XZ. (eds) Machine Learning, Image Processing, Network Security and Data Sciences. MIND 2020. Communications in Computer and Information Science, vol 1241, pp. 168-181, Springer, Singapore Download
2019
1. Amitava Choudhury, Ruchira Naskar, Amitava BasuMallick, Snehanshu Pal, "Computer Vision Approach for Phase Identification from Steel Microstructure", Journal of Engineering Computations, Emerald Insight, Vol 36 (6) pp. 1913-1932, 2019. https://doi.org/10.1108/EC-11-2018-0498 . Download
2. Amitava Choudhury, Tanmay kannur, P.P. Chattopadhyay, Snehanshu Pal, "Structure Prediction of Multi-principal Element Alloys Using Ensemble Learning ", Journal of Engineering Computations, Emerald Insight, Vol. 37 No. 3, pp. 1003-1022. Download
2018
1. Tanmay Bhowmik, Amitava Choudhury, Shyamal Kumar Das Mandal, "Deep Neural Network based Recognition and Classication of Bengali Phonemes: A case study of Bengali Unconstrained Speech", 3rd International conf. on Next Generation Computing Techniques, CCIS, Springer, UPES, dehradun 2017. Download
2. Amitava Choudhury, Hukam Singh Rana and Tanmay Bhowmik, "Handwritten Bengali Numeral Recognition using HOG Based Feature Extraction Algorithm", 5th International conf. on signal Processing and Integrated Networks, IEEE, 2018, DOI. 10.1109/SPIN.2018.8474215 . Download
3. Amitava Choudhury, Rohit Ramchandani, Md Shamoon, Ankit Khare, Keshav Kaushik , "An Efficient Algorithm for Detecting and measure the properties of pothole", International Conference on Emerging Technology in Modeling and Graphics , Kolkata 2018, AISC, Spinger 2018, ISSN: 2194-5357 . (Accepted)
4. Rohit Ramchandani, Amitava Choudhury, Tanupriya Choudhury, "Image analysis for developing an algorithm on detection of road-potholes ", ICCIDA, CCIS, Springer, 2018 (Accepted)
2017
1. Saptarshi Roy Choudhury, Anwesa Das, Alok Negi, Amitava Choudhury, "Security & Challenges in Cloud Computing", International Conference on Emerging Trends in Computing, Communication and Control (ICETC3-2017), Published by International Journal of Advanced Engineering and Management, 2017. Download
2. Sandip Chaurasiya, Anurag Tomar, Amitava Choudhury, Arindam Biswas, "Improvised coverage preserving and Lifetime enhancing protocol for WSN", International Conference on Emerging Trends in Computing, Communication and Control (ICETC3-2017), Published by International Journal of Advanced Engineering and Management, 2017. Download
3. Tanmay Bhowmik, Amitava Choudhury and Shyamal Kumar Das Mandol, " Deep Neural Network based Place and Manner of Articulation Detection and Classication for Bengali continuous speech", 6th International Conf. on Smart Computing and Communications, Procedia Computer science, Elsevier, NIT Kuruskhetra, 2017. Download
2016
1. Amitava Choudhury, Alok Negi, " A New Zone Based Algorithm for Detection of License Plate From Indian Vehicle", IEEE conference Proceeding, ISBN: 978-1-5090-3669-1 , DOI: 10.1109/PDGC.2016.7913178 , pp. 370 - 374, 2017. Download
2. Amitava Choudhury, Alok Negi, Sanhita Das “Recognition of Handwritten Bangla Numerals using Adaptive Coefficient Matching Technique”, Procedia Computer Science, Elsevier. Download
3. Amitava Choudhury, Partha Protim Chttopadhyay, " Simulation of Multi phase Microstructure using Voronoi tessellation Algorithm", 3rd National conference on RTCIT, 2016,.
4. Ved Prakash, Amitava Choudhury, Rajeev Srivastava, " Green Computing- New edge computing", 3rd National conference on RTCIT, 2016
2015
1. Amitava Choudhury, Aniruddha Das, Amitava Basumallick, Partha Protim Chattopadhyay, "Modelling of microstructure using Voronoi tessellation", International conference on Nano Science Nano Technology and Advanced Materials", December 2015.
2014
1. Suprokash De, Amitava Choudhury, Joydeep Mukherjee “An Efficient Technique to Locate Number Plate Using Morphological Edge Detection and Character Matching Algorithm”, International Journal of Computer Application, Volume 101 Issue 11, pp. 36-41, ISSN: 0975-8887, 2014. Download
2013
2. Amitava Choudhury, Joydeep Mukherjee ”An Approach towards Recognization of size and Shape Independent Bangla Handwritten Numerals”, International Journal of Science and Research, Vol2 Issue1, pp. 223-226, January, ISSN: 2319-7064, January, 2013. Download
3. Sourav Roy, Amitava Choudhury, Joydeep Mukherjee “An approach towards detection of Indian Number plate from vehicle”, IJITEE, Vol.2 Issue 4, pp-241-244, ISSN: 2278-3075, March, 2013. Download
Citations: Click Here
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Book Published:
Book/Book Chapter:
Amitava Choudhury, Arindam Biswas, Manish Prateek, Amlan Chakrabarti, "Agricultural Informatics: Automation Using the IoT and Machine Learning", Wiley, 2021, ISBN:9781119768845, Download
Kalpana Rangra, Amitava Choudhury, "Trends and Technologies in Big Data Processing: An Overview ", Book name: Innovations, Algorithms, and Applications in Cognitive Informatics and Natural Intelligence, IGI Global, Projected Release Date January 2020|Copyright: © 2020 |Pages: 335 ISBN13: 9781799830382 |ISBN10: 1799830381 |EISBN13: 9781799830405 |DOI: 10.4018/978-1-7998-3038-2 .
Amitava Choudhury, Ambika Aggarwal, Kalpana Rangra, Ashutosh Bhatt, "The Components Of Big Data And Knowledge Management Will Change Radically How People Collaborate And Develop Complex Research", Book name: Big Data Governance and Perspectives in Knowledge Management, IGI Global, Projected Release Date: November, 2018|Copyright: © 2019 |Pages: 335 ISBN13: 9781522570776|ISBN10: 1522570772|EISBN13: 9781522570783|DOI: 10.4018/978-1-5225-7077-6. Download
Amitava Choudhury, Recognition of Handwritten Bengali Digits with MATLAB Practices, Lambert Academic Publisher, ISBN 978-613-9-90355-9, 2019.
Amitava Choudhury, Arindam Biswas, T. P. Singh, Santanu Kumar Ghosh, Smart Agriculture Automation Using Advanced Technologies, Springer, ISBN: 978-981-16-6123-5, 2021
Suman Ghosal, Amitava Choudhury, Vikram Kumar Saxena, Arindam Biswas, Prasenjit Chatterjee, ADVANCES IN DATA SCIENCE AND COMPUTING TECHNOLOGY, CRC Press, ISBN: 978-1-77463-997-9
P. K. Paul, Amitava Choudhury, Arindam Biswas, Binod Kumar Singh, "Environmental Informatics Challenges and Solutions", Springer, ISBN: 978-981-19-2083-7, 2022.
Amitava Choudhury, T. P. Singh, Arindam Biswas, Mrinal Anand, Evolution of Digitized Societies Through Advanced Technologies, Springer, eBook ISBN 978-981-19-2984-7
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