Naimul Mefraz Khan

75 papers B 2C 9Misc 3Journal 38Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
DynaGuide: A Generalizable Dynamic Guidance Framework for Unsupervised Semantic Segmentation.
CoRR
Boujemaa Guermazi, Riadh Ksantini, Naimul Mefraz Khan
2025 J jnl
SemiSeg-CAW: Semi-Supervised Segmentation of Ultrasound Images by Leveraging Class-Level Information and an Adaptive Multi-Loss Function.
Mach. Learn. Knowl. Extr.
Somayeh Barzegar, Naimul Mefraz Khan
2025 J jnl
Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation.
CoRR
Md. Niaz Imtiaz, Naimul Mefraz Khan
2024 — conf
EEG Signal Denoising Using Beta-Variational Autoencoder.
EMBC
Behzad Mahaseni, Naimul Mefraz Khan
2024 — conf
Enhancement of Neonatal Lung Pathology Classification Using Multi-view Feature Representation.
MIPR
Ryan Tan, Thanh Hong-Phuoc, Lei Gao, Randy Tan, Sagarjit Aujla, Adel Mohamed, Ling Guan, Karthikeyan Umapathy, Naimul Mefraz Khan
2024 — conf
Multi-Modal Emotion Recognition Using EEG and Eye Tracking Features.
EMBC
Paolo Iacono, Naimul Mefraz Khan
2024 — conf
Multi-stage Segmentation of Diabetic Foot Ulcers Using Self-supervised Learning.
DFUC@MICCAI
Neetika Gupta, Ayush Nangia, Naimul Mefraz Khan
2024 — conf
Structure Preserving Cycle-Gan for Unsupervised Medical Image Domain Adaptation.
EMBC
Paolo Iacono, Naimul Mefraz Khan
2023 C conf
Towards Efficient Multi-view Representation Learning.
ISM
Kai Liu, Zheng Guo, Lei Gao, Naimul Mefraz Khan, Ling Guan
2022 J jnl
A Survey on Physiological Signal Based Emotion Recognition.
CoRR
Zeeshan Ahmad, Naimul Mefraz Khan
2022 J jnl
Efficient and Scalable Object Localization in 3D on Mobile Device.
J. Imaging
Neetika Gupta, Naimul Mefraz Khan
2021 J jnl
A Multi-Stream Graph Convolutional Networks-Hidden Conditional Random Field Model for Skeleton-Based Action Recognition.
IEEE Trans. Multim.
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
2021 C conf
A two-stream heterogeneous network for action recognition based on skeleton and RGB modalities.
ISM
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
2021 Misc conf
ECG Heart-Beat Classification Using Multimodal Image Fusion.
ICASSP
Zeeshan Ahmad, Anika Tabassum, Ling Guan, Naimul Mefraz Khan
2021 J jnl
ECG Heart-beat Classification Using Multimodal Image Fusion.
CoRR
Zeeshan Ahmad, Anika Tabassum, Naimul Mefraz Khan, Ling Guan
2021 J jnl
ECG Heartbeat Classification Using Multimodal Fusion.
IEEE Access
Zeeshan Ahmad, Anika Tabassum, Ling Guan, Naimul Mefraz Khan
2021 J jnl
ECG Heartbeat Classification Using Multimodal Fusion.
CoRR
Zeeshan Ahmad, Anika Tabassum, Ling Guan, Naimul Mefraz Khan
2021 J jnl
Inertial Sensor Data To Image Encoding For Human Action Recognition.
CoRR
Zeeshan Ahmad, Naimul Mefraz Khan
2021 J jnl
Integrating vertex and edge features with Graph Convolutional Networks for skeleton-based action recognition.
Neurocomputing
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
2021 J jnl
Multi-level Stress Assessment from ECG in a Virtual Reality Environment using Multimodal Fusion.
CoRR
Zeeshan Ahmad, Suha Rabbani, Muhammad Rehman Zafar, Syem Ishaque, Sridhar Krishnan, Naimul Mefraz Khan
2021 J jnl
Trends in Heart-Rate Variability Signal Analysis.
Frontiers Digit. Health
Syem Ishaque, Naimul Mefraz Khan, Sridhar Krishnan
2020 C conf
A Vertex-Edge Graph Convolutional Network for Skeleton-Based Action Recognition.
ISCAS
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
2020 — conf
An Efficient Confidence Measure-Based Evaluation Metric for Breast Cancer Screening Using Bayesian Neural Networks.
ICHI
Anika Tabassum, Naimul Mefraz Khan
2020 J jnl
An Efficient Confidence Measure-Based Evaluation Metric for Breast Cancer Screening Using Bayesian Neural Networks.
CoRR
Anika Tabassum, Naimul Mefraz Khan
2020 J jnl
CNN based Multistage Gated Average Fusion (MGAF) for Human Action Recognition Using Depth and Inertial Sensors.
CoRR
Zeeshan Ahmad, Naimul Mefraz Khan
2020 J jnl
Deep clustering with a Dynamic Autoencoder: From reconstruction towards centroids construction.
Neural Networks
Nairouz Mrabah, Naimul Mefraz Khan, Riadh Ksantini, Zied Lachiri
2020 — conf
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer Learning.
BigMM
Bita Houshmand, Naimul Mefraz Khan
2020 J jnl
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer Learning.
CoRR
Bita Houshmand, Naimul Mefraz Khan
2020 B conf
Locality Guided Neural Networks for Explainable Artificial Intelligence.
IJCNN
Randy Tan, Naimul Mefraz Khan, Ling Guan
2020 J jnl
Locality Guided Neural Networks for Explainable Artificial Intelligence.
CoRR
Randy Tan, Naimul Mefraz Khan, Ling Guan
2020 — conf
Multi-level Stress Assessment Using Multi-domain Fusion of ECG Signal.
EMBC
Zeeshan Ahmad, Naimul Mefraz Khan
2020 J jnl
Multi-level Stress Assessment Using Multi-domain Fusion of ECG Signal.
CoRR
Zeeshan Ahmad, Naimul Mefraz Khan
2020 J jnl
Multidomain Multimodal Fusion For Human Action Recognition Using Inertial Sensors.
CoRR
Zeeshan Ahmad, Naimul Mefraz Khan
2020 — conf
Physiological Signal Analysis and Classification of Stress from Virtual Reality Video Game.
EMBC
Syem Ishaque, Alice Rueda, Binh P. Nguyen, Naimul Mefraz Khan, Sridhar Krishnan
2020 J jnl
Towards Improved Human Action Recognition Using Convolutional Neural Networks and Multimodal Fusion of Depth and Inertial Sensor Data.
CoRR
Zeeshan Ahmad, Naimul Mefraz Khan
2019 — conf
A Novel Focal Tversky Loss Function With Improved Attention U-Net for Lesion Segmentation.
ISBI
Nabila Abraham, Naimul Mefraz Khan
2019 — conf
A Scene-Based Augmented Reality Framework for Exhibits.
ICIAR (1)
Julien Li-Chee-Ming, Zheng Wu, Randy Tan, Ryan Tan, Naimul Mefraz Khan, Andy Gean Ye, Ling Guan
2019 J jnl
DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems.
CoRR
Muhammad Rehman Zafar, Naimul Mefraz Khan
2019 J jnl
Deep Clustering with a Dynamic Autoencoder.
CoRR
Nairouz Mrabah, Naimul Mefraz Khan, Riadh Ksantini
2019 C conf
Graph Convolutional Networks-Hidden Conditional Random Field Model for Skeleton-Based Action Recognition.
ISM
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
2019 J jnl
Human Action Recognition Using Deep Multilevel Multimodal (M2) Fusion of Depth and Inertial Sensors.
CoRR
Zeeshan Ahmad, Naimul Mefraz Khan
2019 — conf
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond.
MIPR
Naimul Mefraz Khan, Nabila Abraham, Marcia Hon, Ling Guan
2019 J jnl
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond.
CoRR
Naimul Mefraz Khan, Nabila Abraham, Ling Guan
2019 — conf
Multidomain Multimodal Fusion for Human Action Recognition Using Inertial Sensors.
BigMM
Zeeshan Ahmad, Naimul Mefraz Khan
2019 — conf
Multimodal Segmentation with MGF-Net and the Focal Tversky Loss Function.
BrainLes@MICCAI (2)
Nabila Abraham, Naimul Mefraz Khan
2019 J jnl
Transfer Learning With Intelligent Training Data Selection for Prediction of Alzheimer's Disease.
IEEE Access
Naimul Mefraz Khan, Nabila Abraham, Marcia Hon
2019 J jnl
Transfer Learning with intelligent training data selection for prediction of Alzheimer's Disease.
CoRR
Naimul Mefraz Khan, Marcia Hon, Nabila Abraham
2018 J jnl
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation.
CoRR
Nabila Abraham, Naimul Mefraz Khan
2018 J jnl
A Novel Image-Centric Approach Toward Direct Volume Rendering.
ACM Trans. Intell. Syst. Technol.
Naimul Mefraz Khan, Riadh Ksantini, Ling Guan
2018 — conf
Brain MRI Segmentation using efficient 3D Fully Convolutional Neural Networks.
BIBM
Ghazala Khan, Naimul Mefraz Khan
2018 C conf
Deep Reinforcement Learning with Parameterized Action Space for Object Detection.
ISM
Zheng Wu, Naimul Mefraz Khan, Lei Gao, Ling Guan
2018 C conf
Towards Improved Human Action Recognition Using Convolutional Neural Networks and Multimodal Fusion of Depth and Inertial Sensor Data.
ISM
Zeeshan Ahmad, Naimul Mefraz Khan
2017 J jnl
A Novel Image-centric Approach Towards Direct Volume Rendering.
CoRR
Naimul Mefraz Khan, Riadh Ksantini, Ling Guan
2017 C conf
Real-Time System for Human Activity Analysis.
ISM
Randy Tan, Naimul Mefraz Khan, Ling Guan
2017 J jnl
Real-Time System for Human Activity Analysis.
CoRR
Randy Tan, Naimul Mefraz Khan, Ling Guan
2017 J jnl
Towards Alzheimer's Disease Classification through Transfer Learning.
CoRR
Marcia Hon, Naimul Mefraz Khan
2017 — conf
Towards Alzheimer's disease classification through transfer learning.
BIBM
Marcia Hon, Naimul Mefraz Khan
2016 — conf
Towards a shared large-area mixed reality system.
ICME Workshops
Naimul Mefraz Khan, Xiaoming Nan, Nan Dong, Yifeng He, Matthew J. Kyan, Jennifer James, Ling Guan, Charles Davis
2015 J jnl
A Machine Intelligence Approach to Virtual Ballet Training.
IEEE Multim.
Paisarn Muneesawang, Naimul Mefraz Khan, Matthew J. Kyan, Bruce Elder, Nan Dong, Guoyu Sun, Haiyan Li, Ling Zhong, Ling Guan
2015 J jnl
Intuitive volume exploration through spherical self-organizing map and color harmonization.
Neurocomputing
Naimul Mefraz Khan, Matthew J. Kyan, Ling Guan
2015 B conf
On video based face recognition through adaptive sparse dictionary.
FG
Naimul Mefraz Khan, Xiaoming Nan, Azhar Quddus, Edward Rosales, Ling Guan
2014 C conf
A Visual Evaluation Framework for In-Home Physical Rehabilitation.
ISM
Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
2014 J jnl
Covariance-guided One-Class Support Vector Machine.
Pattern Recognit.
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan
2014 — conf
ImmerVol: An immersive volume visualization system.
CIVEMSA
Naimul Mefraz Khan, Matthew J. Kyan, Ling Guan
2014 J jnl
SN-SVM: a sparse nonparametric support vector machine classifier.
Signal Image Video Process.
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan
2014 Misc conf
Volume visualization using sparse nonparametric support vector machines and harmoniccolors.
ICASSP
Naimul Mefraz Khan, Riadh Ksantini, Ling Guan
2013 Misc conf
Incorporating covariance information in one class support vector classification.
ICASSP
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan
2012 — conf
A Sparse Support Vector Machine Classifier with Nonparametric Discriminants.
ICANN (2)
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan
2012 J jnl
A novel SVM+NDA model for classification with an application to face recognition.
Pattern Recognit.
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Boubakeur Boufama
2012 J jnl
An efficient signature representation for retrieval of spatially similar images.
Signal Image Video Process.
Naimul Mefraz Khan, Imran Shafiq Ahmad
2012 — conf
Intuitive Volume Exploration through Spherical Self-Organizing Map.
WSOM
Naimul Mefraz Khan, Matthew J. Kyan, Ling Guan
2011 — conf
A novel Accelerated Greedy Snake Algorithm for active contours.
CCECE
Naimul Mefraz Khan, Kaamran Raahemifar
2010 — conf
A New SVM + NDA Model for Improved Classification and Recognition.
ICIAR (1)
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Boubakeur Boufama
2010 — conf
A new combined KSVM and KFD model for classification and recognition.
ICDIM
Riadh Ksantini, Boubakeur Boufama, Imran Shafiq Ahmad, Naimul Mefraz Khan
2009 C conf
A new signature for quadtree-based image matching.
MoMM
Naimul Mefraz Khan, Imran Shafiq Ahmad