Muthu Subash Kavitha

50 papers B 1C 1Journal 37Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advanced attention-enhanced model for precise polyp detection in colorectal cancer screening.
Signal Image Video Process.
P. R. Sriram, Muthu Subash Kavitha, S. P. Syed Ibrahim
2026 J jnl
PAVE-GAN: Pose and Activity Estimation Via Visual Edge-Based Generative Adversarial Network for Parkinson Disease Detection.
Int. J. Comput. Intell. Syst.
G. Gokila Deepa, S. Karthik, Muthu Subash Kavitha, R. Sabitha
2026 J jnl
Semantic and temporal-aware hybrid embedding for transformer-based sequential recommendation.
Artif. Intell. Rev.
Smriti Vipin Madangarli, G. Suganeshwari, S. P. Syed Ibrahim, Muthu Subash Kavitha, Norio Setozaki
2026 J jnl
Task-Agnostic Continual Learning for Chest Radiograph Classification.
CoRR
Muthu Subash Kavitha, Anas Zafar, Amgad Muneer, Jia Wu
2026 J jnl
iReasoner: Trajectory-Aware Intrinsic Reasoning Supervision for Self-Evolving Large Multimodal Models.
CoRR
Meghana Sunil, Manikandarajan Venmathimaran, Muthu Subash Kavitha
2025 J jnl
Can We Go Beyond Visual Features? Neural Tissue Relation Modeling for Relational Graph Analysis in Non-Melanoma Skin Histology.
CoRR
Shravan Venkatraman, Muthu Subash Kavitha, P. R. Joe Dhanith, V. Manikandarajan, Jia Wu
2025 J jnl
Hierarchical graph-guided contextual representation learning for Neurodegenerative pattern recognition in MRI.
Comput. Biol. Medicine
Shravan Venkatraman, Joe Dhanith Pal Nesamony Rose Mary, Muthu Subash Kavitha
2025 J jnl
Lightweight GANs in domain generalized medical image segmentation.
Signal Image Video Process.
Kishan Madhav AG, Avinash Venugopal, Muthu Subash Kavitha, S. P. Syed Ibrahim
2025 J jnl
Membership Weight Salp Swarm Algorithm (MWSSA) based feature selection and deep learning approach for breast cancer classification of SNP genomics data.
Multim. Tools Appl.
L. R. Sujithra, V. Praveena, S. Karthik, Muthu Subash Kavitha
2025 J jnl
TIDE: Two-Stage Inverse Degradation Estimation with Guided Prior Disentanglement for Underwater Image Restoration.
CoRR
Shravan Venkatraman, Rakesh Raj Madavan, Pavan Kumar S, Muthu Subash Kavitha
2024 J jnl
An Improved Normalized Difference Vegetation Index (NDVI) Estimation Using Grounded Dino and Segment Anything Model for Plant Health Classification.
IEEE Access
Ananthakrishnan Balasundaram, Alabhya Sharma, Swaathy Kumaravelan, Ayesha Shaik, Muthu Subash Kavitha
2024 J jnl
An approach towards the detection of eye cancer using configured convolution neural network with sine cosine fitness gray wolf optimizer.
J. Intell. Fuzzy Syst.
J. Shanthini, P. Poovizhi, Muthu Subash Kavitha, S. Karthik
2023 J jnl
An effective ontology-based query response model for risk assessment in urban flood disaster management.
J. Intell. Fuzzy Syst.
N. Karthikeyan, I. Gugan, Muthu Subash Kavitha, S. Karthik
2023 J jnl
Attention-effective multiple instance learning on weakly stem cell colony segmentation.
Intell. Syst. Appl.
Novanto Yudistira, Muthu Subash Kavitha, Jeny Rajan, Takio Kurita
2023 J jnl
Bio-Inspired ensemble feature selection and deep auto-encoder approach for rapid diagnosis of breast cancer.
Multim. Syst.
V. Praveena, L. R. Sujithra, S. Karthik, Muthu Subash Kavitha
2023 J jnl
Improved Soil Quality Prediction Model Using Deep Learning for Smart Agriculture Systems.
Comput. Syst. Sci. Eng.
P. Sumathi, V. V. Karthikeyan, Muthu Subash Kavitha, S. Karthik
2023 J jnl
Premature Infant Cry Classification via Deep Convolutional Recurrent Neural Network Based on Multi-class Features.
Circuits Syst. Signal Process.
R. Sabitha, P. Poonkodi, Muthu Subash Kavitha, S. Karthik
2023 — conf
QoS Based Hybrid Swarm Intelligent Intrusion Detection System for Network Security.
ICCCNT
N. Karthikeyan, Jajjara Bhargav, Muthu Subash Kavitha, S. Karthik
2022 J jnl
Attention-effective multiple instance learning on weakly stem cell colony segmentation.
CoRR
Novanto Yudistira, Muthu Subash Kavitha, Jeny Rajan, Takio Kurita
2022 J jnl
Automated Deep Learning Based Cardiovascular Disease Diagnosis Using ECG Signals.
Comput. Syst. Sci. Eng.
S. Karthik, M. Santhosh, Muthu Subash Kavitha, Christopher A. Paul
2022 J jnl
Correction to: Extensive framework based on novel convolutional and variational autoencoder based on maximization of mutual information for anomaly detection.
Neural Comput. Appl.
Qien Yu, Muthu Subash Kavitha, Takio Kurita
2022 J jnl
Cost Effective Optimal Task Scheduling Model in Hybrid Cloud Environment.
Comput. Syst. Sci. Eng.
M. Manikandan, R. Subramanian, Muthu Subash Kavitha, S. Karthik
2022 J jnl
Data imputation in deep neural network to enhance breast cancer detection.
Int. J. Imaging Syst. Technol.
Kanimozhi Ganesan, Pichai Shanmugavadivu, Muthu Subash Kavitha, Masayoshi Takahashi
2022 J jnl
Weakly-Supervised Action Localization, and Action Recognition Using Global-Local Attention of 3D CNN.
Int. J. Comput. Vis.
Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita
2021 — conf
Attention Assisted Patch-Wise CNN for the Segmentation of Fluids from the Retinal Optical Coherence Tomography Images.
PReMI
B. N. Anoop, Saswat Parida, B. Ajith, G. N. Girish, Abhishek R. Kothari, Muthu Subash Kavitha, Jeny Rajan
2021 J jnl
Autoencoder framework based on orthogonal projection constraints improves anomalies detection.
Neurocomputing
Qien Yu, Muthu Subash Kavitha, Takio Kurita
2021 J jnl
Brain Tumor Detection with Biologically Inspired Watershed Segmentation and Classification Based on Feed-Forward Neural Network (FNN).
J. Medical Imaging Health Informatics
G. S. Gopika, J. Shanthini, Muthu Subash Kavitha, R. Sabitha
2021 — conf
Data Imputation of Brain MRI Features with Enhanced Multinomial Logistic Regression for Alzheimer's Disease Classification.
SIET
Naganandhini, Pichai Shanmugavadivu, Kanimozhi, Muthu Subash Kavitha
2021 J jnl
Extensive framework based on novel convolutional and variational autoencoder based on maximization of mutual information for anomaly detection.
Neural Comput. Appl.
Qien Yu, Muthu Subash Kavitha, Takio Kurita
2021 J jnl
Mixture of experts with convolutional and variational autoencoders for anomaly detection.
Appl. Intell.
Qien Yu, Muthu Subash Kavitha, Takio Kurita
2021 J jnl
Regularizer based on Euler characteristic for retinal blood vessel segmentation.
Pattern Recognit. Lett.
Lukman Hakim, Muthu Subash Kavitha, Novanto Yudistira, Takio Kurita
2020 J jnl
An Efficient Region Precise Thresholding and Direct Hough Transform in Femur and Femoral Neck Segmentation Using Pelvis CT.
IEEE Access
Young-Ji Yun, Byeong-Cheol Ahn, Muthu Subash Kavitha, Sung-Il Chien
2020 — conf
Analysis of Information Flow in Hidden Layers of the Trained Neural Network by Canonical Correlation Analysis.
IW-FCV
Keijiro Kanda, Muthu Subash Kavitha, Jun'ichi Miyao, Takio Kurita
2020 J jnl
Completion of Missing Labels for Multi-Label Annotation by a Unified Graph Laplacian Regularization.
IEICE Trans. Inf. Syst.
Jonathan Mojoo, Yu Zhao, Muthu Subash Kavitha, Jun'ichi Miyao, Takio Kurita
2020 J jnl
ECIDS-Enhanced Cancer Image Diagnosis and Segmentation Using Artificial Neural Networks and Active Contour Modelling.
J. Medical Imaging Health Informatics
Muthu Subash Kavitha, J. Shanthini, Reddipalayam Murugeshan Bhavadharini
2020 — conf
Transfer Learning by Cascaded Network to Identify and Classify Lung Nodules for Cancer Detection.
IW-FCV
Shah B. Shrey, Lukman Hakim, Muthu Subash Kavitha, Hae Won Kim, Takio Kurita
2020 J jnl
Transfer Learning by Cascaded Network to identify and classify lung nodules for cancer detection.
CoRR
Shah B. Shrey, Lukman Hakim, Muthu Subash Kavitha, Hae Won Kim, Takio Kurita
2020 J jnl
U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image.
CoRR
Lukman Hakim, Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita
2020 J jnl
Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN.
CoRR
Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita
2019 — conf
Detection of One Dimensional Anomalies Using a Vector-Based Convolutional Autoencoder.
ACPR (2)
Qien Yu, Muthu Subash Kavitha, Takio Kurita
2019 J jnl
ECM-CSD: An Efficient Classification Model for Cancer Stage Diagnosis in CT Lung Images Using FCM and SVM Techniques.
J. Medical Syst.
Muthu Subash Kavitha, J. Shanthini, R. Sabitha
2019 — conf
Hilbert Vector Convolutional Neural Network: 2D Neural Network on 1D Data.
ICANN (1)
Nasrulloh R. B. S. Loka, Muthu Subash Kavitha, Takio Kurita
2019 — conf
Learning with Incomplete Labels for Multi-label Image Annotation Using CNN and Restricted Boltzmann Machines.
ICONIP (2)
Jonathan Mojoo, Yu Zhao, Muthu Subash Kavitha, Jun'ichi Miyao, Takio Kurita
2019 C conf
Multi instance learning via deep CNN for multi-class recognition of Alzheimer's disease.
IWCIA
Muthu Subash Kavitha, Novanto Yudistira, Takio Kurita
2019 — conf
U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image.
ICONIP (5)
Lukman Hakim, Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita
2018 J jnl
Critical texture pattern feature assessment for characterizing colonies of induced pluripotent stem cells through machine learning techniques.
Comput. Biol. Medicine
Muthu Subash Kavitha, Takio Kurita, Byeong-Cheol Ahn
2017 — conf
Analysis of User's Behavior Using Markov Model.
SocProS (2)
X. Arputha Rathina, M. Ponnavaikko, K. M. Mehata, Muthu Subash Kavitha
2012 B conf
Automatic assessment of mandibular bone using support vector machine for the diagnosis of osteoporosis.
SMC
Muthu Subash Kavitha, Takio Kurita, Akira Asano, Akira Taguchi
2012 J jnl
Diagnosis of osteoporosis from dental panoramic radiographs using the support vector machine method in a computer-aided system.
BMC Medical Imaging
Muthu Subash Kavitha, Akira Asano, Akira Taguchi, Takio Kurita, Mitsuhiro Sanada
2011 — conf
Continuous measurements of mandibular cortical width on dental panoramic radiographs for computer-aided diagnosis of osteoporosis.
Computer-Aided Diagnosis
Muthu Subash Kavitha, Akira Asano, Akira Taguchi