Binsu C. Kovoor

31 papers C 4Journal 24Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
MHSA-enhanced CNNs with TOPSIS-driven ensemble learning for automated diabetic retinopathy grading.
Biomed. Signal Process. Control.
Shilpa Elsa Abraham, Binsu C. Kovoor
2026 J jnl
Motives and Spread Pattern in Focus for Rumor Source Detection Using Class-Balanced Embedded MLP.
IEEE Trans. Comput. Soc. Syst.
Greeshma N. Gopal, Binsu C. Kovoor
2026 J jnl
Saliency-guided contrastive pretraining and attention-enhanced decoding for semi-supervised diabetic retinopathy lesion segmentation.
Neurocomputing
Shilpa Elsa Abraham, Binsu C. Kovoor, S. Nidhi
2025 J jnl
Dual-stage dynamic hierarchical attention framework for saliency-aware explainable diabetic retinopathy grading.
Eng. Appl. Artif. Intell.
Shilpa Elsa Abraham, Binsu C. Kovoor
2024 J jnl
An Improved Deep Learning Network, Addressing Graph Node Imbalance in Social Media Rumor Source Detection.
New Gener. Comput.
Greeshma N. Gopal, Binsu C. Kovoor, S. Shailesh
2024 J jnl
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.
J. Ambient Intell. Humaniz. Comput.
Shilpa Elsa Abraham, Binsu C. Kovoor
2024 J jnl
Video Question Answering: A survey of the state-of-the-art.
J. Vis. Commun. Image Represent.
Jeshmol P. J., Binsu C. Kovoor
2023 J jnl
A multi-stage deep adversarial network for video summarization with knowledge distillation.
J. Ambient Intell. Humaniz. Comput.
M. U. Sreeja, Binsu C. Kovoor
2023 J jnl
GenSpecVidOnt: a reference ontology for knowledge based video analytics with multimodal genre detection.
Multim. Tools Appl.
M. U. Sreeja, Binsu C. Kovoor
2023 J jnl
Modelling and Stability Analysis of a Rumour Propagation Model with Sentiments as Microscopic Observation.
J. Inf. Knowl. Manag.
Greeshma N. Gopal, Binsu C. Kovoor
2023 J jnl
Object-Assisted Question Featurization and Multi-CNN Image Feature Fusion for Visual Question Answering.
Int. J. Intell. Inf. Technol.
Sruthy Manmadhan, Binsu C. Kovoor
2023 J jnl
Parallel multi-head attention and term-weighted question embedding for medical visual question answering.
Multim. Tools Appl.
Sruthy Manmadhan, Binsu C. Kovoor
2023 J jnl
Visual Saliency Modeling with Deep Learning: A Comprehensive Review.
J. Inf. Knowl. Manag.
Shilpa Elsa Abraham, Binsu C. Kovoor
2022 J jnl
An Enhanced Term Weighted Question Embedding for Visual Question Answering.
J. Inf. Knowl. Manag.
Sruthy Manmadhan, Binsu C. Kovoor
2022 J jnl
Deterministic weather forecasting models based on intelligent predictors: A survey.
J. King Saud Univ. Comput. Inf. Sci.
Jaseena K. U, Binsu C. Kovoor
2022 J jnl
Generative Inpainting of High-resolution Images: Redefined with Real-ESRGAN.
Int. J. Artif. Intell. Tools
Sreelakshmy I. J., Binsu C. Kovoor
2021 J jnl
A Hybrid Inpainting Model Combining Diffusion and Enhanced Exemplar Methods.
ACM J. Data Inf. Qual.
Sreelakshmy I. J., Binsu C. Kovoor
2021 J jnl
A unified model for egocentric video summarization: an instance-based approach.
Comput. Electr. Eng.
M. U. Sreeja, Binsu C. Kovoor
2021 J jnl
An Improved Multivariate Weather Prediction Model Using Deep Neural Networks and Particle Swarm Optimisation.
J. Inf. Knowl. Manag.
Binsu C. Kovoor
2021 J jnl
An aggregated deep convolutional recurrent model for event based surveillance video summarisation: A supervised approach.
IET Comput. Vis.
M. U. Sreeja, Binsu C. Kovoor
2021 — conf
DenseASPP Enriched Residual Network Towards Visual Saliency Prediction.
CVIP (2)
Shilpa Elsa Abraham, Binsu C. Kovoor
2021 J jnl
Multi-Tier Attention Network using Term-weighted Question Features for Visual Question Answering.
Image Vis. Comput.
Sruthy Manmadhan, Binsu C. Kovoor
2021 J jnl
Towards Source-Based Classification of Image Inpainting Techniques: A Survey.
J. Inf. Knowl. Manag.
Sreelakshmy I. J., Binsu C. Kovoor
2020 C conf
ImageFuse: A Multi-view Image Featurization Framework for Visual Question Answering.
ISDA
Sruthy Manmadhan, Binsu C. Kovoor
2020 — conf
Optimal Image Feature Ranking and Fusion for Visual Question Answering.
FICTA (1)
Sruthy Manmadhan, Binsu C. Kovoor
2020 J jnl
Visual question answering: a state-of-the-art review.
Artif. Intell. Rev.
Sruthy Manmadhan, Binsu C. Kovoor
2019 C conf
Deep learning based multi-step short term wind speed forecasts with LSTM.
DATA
Jaseena K. U, Binsu C. Kovoor
2019 — conf
Delaunay Triangulation Based Thinning Algorithm for Alphabet Images.
CVIP (1)
Philumon Joseph, Binsu C. Kovoor, Job Thomas
2019 C conf
Enhanced adaptive patch based exemplar image inpainting.
DATA
Sreelakshmy I. J., Binsu C. Kovoor
2019 C conf
Object driven semantic multi-video summarisation based on ontology.
DATA
M. U. Sreeja, Binsu C. Kovoor
2019 J jnl
Towards genre-specific frameworks for video summarisation: A survey.
J. Vis. Commun. Image Represent.
M. U. Sreeja, Binsu C. Kovoor