Dr. Binsu C. Kovoor is a Professor in the Department of Information Technology, Cochin University of Science and Technology since 1998. Her research interests are in pattern recognition, computer vision, machine learning, Data Security, big data and networks. She has more than 40 research publications to her credit. She has presented papers in several international conferences. She is a Life Member of Institution of Engineers, Computer Society of India, ISTE and ACM.

Affective Computing, Approximate Computing, Biometric Security, Computer Vision, Machine Learning, pattern recognition

Scopus	:	https://www.scopus.com/authid/detail.uri?authorId=57194778322
Google Scholar	:	https://scholar.google.com/citations?hl=en&user=WYpOVb8AAAAJ&view_op=list_works&sortby=pubdate

Unifying convolution and transformer: a dual stage network equipped with cross-interactive multi-modal feature fusion and edge guidance for RGB-D salient object detection , Journal of Ambient Intelligence and Humanized Computing, Springer 2024

Modelling and Stability Analysis of a Rumour Propagation Model with Sentiments as Microscopic Observation, Journal of Information and Knowledge Management, , Vol. 22, 2023

Visual Saliency Modeling with Deep Learning: A Comprehensive Review, Journal of Information and Knowledge Management, , Vol. 22, 2023

Object-Assisted Question Featurization and Multi-CNN Image Feature Fusion for Visual Question Answering, International Journal of Intelligent Information Technologies , IGI Global Vol. 19, 2023

GenSpecVidOnt: a reference ontology for knowledge based video analytics with multimodal genre detection, Multimedia Tools and Applications ,https://doi.org/10.1007/s11042-023-15040-6, Springer 2023

Parallel multi-head attention and term-weighted question embedding for medical visual question answering, Multimedia Tools and Applications https://doi.org/10.1007/s11042-023-14981-2, Springer 2023

Generative Inpainting of High-resolution Images: Redefined with Real-ESRGAN, International Journal on Artificial Intelligence Tools, Vol. 31, 2022

An Enhanced Term Weighted Question Embedding for Visual Question Answering, Journal of Information and Knowledge Management, , Vol. 21, 2022

A multi-stage deep adversarial network for video summarization with knowledge distillation, Journal of Ambient Intelligence and Humanized Computing, Springer 2022

Multi-Tier Attention Network using Term-weighted Question Features for Visual Question Answering, Image and Vision Computing, Elsevier Vol. 115, 2021

DenseASPP Enriched Residual Network Towards Visual Saliency Prediction, International Conference on Computer Vision and Image Processing,, Communications in Computer and Information Science, 2022

The SEPNS Model of Rumor Propagation in Social Networks, Pervasive Computing and Social Networking and Lecture Notes in Networks and Systems, Springer, Vol. 317 , 0, 2022

Residual Decoder based U-Net for Semantic Segmentation, International Conference on Innovative Computing and Communications. and Advances in Intelligent Systems and Computing,, Springer, Vol. 1388 , 0, 2021

EEMD-Based Wind Speed Forecasting System Using Bidirctional LSTM Networks, IEEE 11th international Conference on Computer Communication and Informatics 2021, 2021

Convolutional Neural Network Based Malaria Parasite Infection Detection using Thin Microscopic Blood Smear Samples, , IEEE 2nd International Conference on Inventive Research in Computing Applications(ICIRCA 2020), 2020

Keyword Template based Semi- Supervised Topic Modelling in Tweets, International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, 2020

Deep Learning based multi-step Short Term Wind Speed Forecasts with LSTM, International Conference on Data Science, E-learning and Information Systems 2019 (Data’19) , ACM, Dubai, Arab Emirates, 2019

Object driven Semantic Multi-Video Summarisation based on ontology, International Conference on Data Science, E-learning and Information Systems 2019 (Data’19) , ACM, Dubai, Arab Emirates, 2019

Enhanced adaptive patch based exemplar image inpainting, International Conference on Data Science, E-learning and Information Systems 2019 (Data’19) , ACM, Dubai, Arab Emirates, 2019

Big data Classification based on Distributed Fuzzy Decision Trees, International Conference on Advances in Electronics, Electrical & Computational Intelligence (ICAEEC-19), Elsevier, Indian Institute of Information Technology-Allahabad, , 2019

RESEARCH PROJECTS

"Enhanced Multimodal Biometric Security System" (TEQIP- 2013 -2014 , Total outlay Rs.50000)

"Bigdata Weather Forecasting Systems Using Deep Learning" (RUSA- 2023 -2025 , Total outlay Rs.4750254)