Publications

Patents

Indian Patent entitled "System and Method for Detecting Object in Adverse Atmosphere by Restoring Degraded Image in Deep Convolutional Layer" Invented by Anu Singha, Sourav Dey Roy and Mrinal Kanti Bhowmik, Application No. 202131002651, Filed: 20/01/2021, Published: 22/06/2022, Grant: Under Process.
Indian Patent entitled "System and Method for Classification of Multiclass Scenes in Adversarial Weather using a Convolution Neural Network" Invented by Sourav Dey Roy, Anu Singha, Priya Saha and Mrinal Kanti Bhowmik, Application No. 202231068251, Filed: 28/11/2022, Published: Under Examination, Grant: ??.

Journals

Anu Singha, Mrinal Kanti Bhowmik , "Novel Deeper AWRDNet: Adverse Weather-Affected Night Scene Restorator Cum Detector Net for Accurate Object Detection", Neural Computing and Applications, Springer, IF-6.0 (SCI), Vol. 35, pp. 12729–12750, 2023, DOI: https://doi.org/10.1007/s00521-023-08390-7 .
Anu Singha, Mrinal Kanti Bhowmik , "AlexSegNet: An Accurate Nuclei Segmentation Deep Learning Model in Microscopic Images for Diagnosis of Cancer", Multimedia Tools and Applications, Springer, IF-3.6 (SCI), Vol. 82, pp. 20431–20452, 2022, DOI:https://doi.org/10.1007/s11042-022-14098-y .
Anu Singha, Mrinal Kanti Bhowmik and Debotosh Bhattacherjee, "Akin-based Orthogonal Space (AOS): A Subspace Learning Method for Face Recognition", Multimedia Tools and Applications, Springer, IF-3.6 (SCI), Vol. 79, pp. 35069-35091, 2020, DOI: https://doi.org/10.1007/s11042-020-08892-9 .
Anu Singha, Mrinal Kanti Bhowmik, "Salient Features for Moving Object Detection in Adverse Weather Conditions during Night Time", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE, IF-8.4 (SCI), Vol. 30, pp. 3317-3331, 2019, DOI: 10.1109/TCSVT.2019.2926164
Mrinal Kanti Bhowmik, Priya Saha, Anu Singha, Debotosh Bhattacharjee, Paramartha Dutta, “Enhancement of Robustness of Face Recognition System through Reduced Gaussianity in Log-ICA”, Expert Systems With Applications, Elsevier, IF-8.5 (SCIE), Vol. 116, pp-96-107, 2019, DOI: https://doi.org/10.1016/j.eswa.2018.08.047

Conferences

Anu Singha, Vanitha Venkateswaran, "A Study on Effective Segmentation Network in MRI Images for Diagnosis of Brain Tumor", Proceedings of 2nd International Conference on Computer Vision and Machine Intelligence (CVMI-2023), IEEE, IIITM, Gwalior, India, Dec 10-11, 2023.
Anu Singha, Vanitha Venkateswaran, "Cardiotocography Fetal Health Data Analysis using Machine Learning", Proceedings of 3rd International Conference on Frontiers in Computing and Systems (COMSYS 2022), Springer Series on Lecture Notes in Networks and Systems, IIT-Ropar, Punjab, India, Dec 19-21, 2022.
Anu Singha, Priya Saha, Mrinal Kanti Bhowmik, "Automatic Classification of Sedimentary Rocks towards Oil Reservoirs Detection", Proceedings of 6th IAPR International Conference on Computer Vision and Image Processing (CVIP 2021), Springer Series on Communications in Computer and Information Science (CCIS), IIT-Ropar, Punjab, India, Dec 3-5, 2021. (Scopus)
Rajib Debnath, Anu Singha, Biswajit Saha, Mrinal Kanti Bhowmik, "A Comparative Study of Background Segmentation Approaches in Detection of Person with Gun under Adverse Weather Conditions", Proceedings of 11th IEEE International Conference on Computing Communication and Networking Technologies (ICCCNT 2020), IIT-Kharagpur, West Bengal, India, July 1-3, 2020.
Anu Singha, Mrinal Kanti Bhowmik, "TU-VDN: Tripura University Video Dataset at Night Time in Degraded Atmospheric Outdoor Conditions for Moving Object Detection", Proceedings of 26th IEEE International Conference on Image Processing (ICIP) [Tier II Conference], Taipei, Taiwan, pp. 2936-2940, September 22-25, 2019.
Anu Singha, Mrinal Kanti Bhowmik, "Moving Object Detection in Night Time: A Survey", In 2nd International Conference on Innovations in Electronics, Signal Processing and Communication (IESC 2019), IEEE Xplore, NIT Meghalaya, Date 1-2 March, 2019.
Anu Singha, Mrinal Kanti Bhowmik, "Object Recognition using Representative Score Features", 18th IEEE International Conference on Advanced Learning Technologies (ICALT 2018), IEEE Computer Society, IIT Bombay, pp. 419-421, 09-13 July 2018, DOI: 10.1109/ICALT.2018.00106
Anu Singha, Mrinal Kanti Bhowmik, "Enhancing Performance of PCA, ICA through Distribution Transformation", Proceedings in IEEE Region 10 Humanitarian Technology Conference (R10HTC 2017), IEEE Xplore, BUET Bangladesh, 21-23 December 2017, DOI: 10.1109/R10-HTC.2017.8288941
Anamika Rudra Pal, Anu Singha, "A Comparative Analysis of Visual and Thermal Face Image Fusion based on Different Wavelet Family", Proceedings in International Conference on Innovations in Electronics, Signal Processing and Communication (IESC 2017), IEEE Xplore, NIT Meghalaya, pp. 213-218, 2017, DOI: 10.1109/IESPC.2017.8071895.
Phub Namgay, Anu Singha, “Evaluation and Analysis of Grammatical Linguistic Pattern over Social Science and Technology Textbooks”, Proceedings in 6th International Conference On Advances In Computing & Communications (ICACC 2016), Cochin, India, Elsevier, Procedia Computer Science, Volume - 93, pp. 521-532, 2016, DOI: 10.1016/j.procs.2016.07.247. (Scopus Indexed)
Anu Singha, Mrinal Kanti Bhowmik, Prasenjit Dhar, Anjan Kumar Ghosh, “Analysis and Performance Evaluation of ICA-based Architectures for Face Recognition”, Proceedings in 17th International Workshop on Combinatorial Image Analysis (IWCIA 2015), ISI, Kolkata, Springer-Verlag, LNCS, Volume-9884, pp. 323–336, 2015, DOI: 10.1007/978-3-319-26145-4_24. (Scopus Indexed)
Anu Singha, Mrinal Kanti Bhowmik, Prasenjit Dhar, Anjan Kumar Ghosh, “Independent Component Analysis Architectural Feature Evaluation by Correlating Face Images”, Proceedings in 17th International Workshop on Combinatorial Image Analysis (IWCIA 2015), ISI, Kolkata, Published by Research Publishing Services (RPS), pp. 39-48, 2015, DOI: 10.3850/978-981-09-7518-0_36.

Book Chapters

Anu Singha, Phub Namgay, "Methodologies and Technologies to Retrieve Information From Text Sources" Book Chapter of “Modern Technologies for Big Data Classification and Clustering”, IGI Global, ISSN: 2327-1981, 2017. (Scopus Indexed)
Anu Singha, Jayanthi Ganapathi, "A Study and Analysis of Deep Neural Networks for Cancer Using Histopathology Images" Book Chapter of “AI-Enabled Multiple-Criteria Decision-Making Approaches for Healthcare Management”, IGI Global, ISSN: 2327-1981, 2022.
Jayanthi Ganapathi, Anu Singha, Medha R, Cheekireddy Dhamini, Rishikesh Swaminathan, "Analysis of Cardiac Dynamics and Assessment of Arrhythmia by Classifying Heartbeat Using Electrocardiogram" Book Chapter of “Concepts of Artificial Intelligence and its Application in Modern Healthcare Systems”, CRC Press, Taylor & Francis Group, 2023. (Scopus Indexed) [In Press]
Anu Singha, Joe Raj S Noel, R V Adhikrishna, Nived Suthahar, Abinesh S, and S Jaya Sakthi Poorni, "Fetal Health Status Prediction During Labor and Delivery Based on Cardiotocogram Data using Machine and Deep Learning" Book Chapter of “AI and Blockchain in Healthcare”, Springer, 2023. (Scopus Indexed)