Naimul Mefraz Khan

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 50

Top Topics

Direct Volume Rendering

Multimodal Fusion

Action Recognition

Top Venues

Publications

Kai Liu, Zheng Guo, Lei Gao, Naimul Mefraz Khan, Ling Guan
Towards Efficient Multi-view Representation Learning. ISM (2023)
Neetika Gupta, Naimul Mefraz Khan
Efficient and Scalable Object Localization in 3D on Mobile Device. J. Imaging 8 (7) (2022)
Zeeshan Ahmad, Naimul Mefraz Khan
A Survey on Physiological Signal Based Emotion Recognition. CoRR (2022)
Zeeshan Ahmad, Anika Tabassum, Ling Guan, Naimul Mefraz Khan
ECG Heart-Beat Classification Using Multimodal Image Fusion. ICASSP (2021)
Zeeshan Ahmad, Anika Tabassum, Naimul Mefraz Khan, Ling Guan
ECG Heart-beat Classification Using Multimodal Image Fusion. CoRR (2021)
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
A Multi-Stream Graph Convolutional Networks-Hidden Conditional Random Field Model for Skeleton-Based Action Recognition. IEEE Trans. Multim. 23 (2021)
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
Integrating vertex and edge features with Graph Convolutional Networks for skeleton-based action recognition. Neurocomputing 466 (2021)
Zeeshan Ahmad, Naimul Mefraz Khan
Inertial Sensor Data To Image Encoding For Human Action Recognition. CoRR (2021)
Zeeshan Ahmad, Anika Tabassum, Ling Guan, Naimul Mefraz Khan
ECG Heartbeat Classification Using Multimodal Fusion. IEEE Access 9 (2021)
Syem Ishaque, Naimul Mefraz Khan, Sridhar Krishnan
Trends in Heart-Rate Variability Signal Analysis. Frontiers Digit. Health 3 (2021)
Zeeshan Ahmad, Suha Rabbani, Muhammad Rehman Zafar, Syem Ishaque, Sridhar Krishnan, Naimul Mefraz Khan
Multi-level Stress Assessment from ECG in a Virtual Reality Environment using Multimodal Fusion. CoRR (2021)
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
A two-stream heterogeneous network for action recognition based on skeleton and RGB modalities. ISM (2021)
Zeeshan Ahmad, Anika Tabassum, Ling Guan, Naimul Mefraz Khan
ECG Heartbeat Classification Using Multimodal Fusion. CoRR (2021)
Zeeshan Ahmad, Naimul Mefraz Khan
Towards Improved Human Action Recognition Using Convolutional Neural Networks and Multimodal Fusion of Depth and Inertial Sensor Data. CoRR (2020)
Anika Tabassum, Naimul Mefraz Khan
An Efficient Confidence Measure-Based Evaluation Metric for Breast Cancer Screening Using Bayesian Neural Networks. CoRR (2020)
Zeeshan Ahmad, Naimul Mefraz Khan
Multidomain Multimodal Fusion For Human Action Recognition Using Inertial Sensors. CoRR (2020)
Bita Houshmand, Naimul Mefraz Khan
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer Learning. CoRR (2020)
Zeeshan Ahmad, Naimul Mefraz Khan
Multi-level Stress Assessment Using Multi-domain Fusion of ECG Signal. CoRR (2020)
Bita Houshmand, Naimul Mefraz Khan
Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer Learning. BigMM (2020)
Randy Tan, Naimul Mefraz Khan, Ling Guan
Locality Guided Neural Networks for Explainable Artificial Intelligence. CoRR (2020)
Zeeshan Ahmad, Naimul Mefraz Khan
CNN based Multistage Gated Average Fusion (MGAF) for Human Action Recognition Using Depth and Inertial Sensors. CoRR (2020)
Zeeshan Ahmad, Naimul Mefraz Khan
Multi-level Stress Assessment Using Multi-domain Fusion of ECG Signal. EMBC (2020)
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
A Vertex-Edge Graph Convolutional Network for Skeleton-Based Action Recognition. ISCAS (2020)
Syem Ishaque, Alice Rueda, Binh Nguyen, Naimul Mefraz Khan, Sridhar Krishnan
Physiological Signal Analysis and Classification of Stress from Virtual Reality Video Game. EMBC (2020)
Anika Tabassum, Naimul Mefraz Khan
An Efficient Confidence Measure-Based Evaluation Metric for Breast Cancer Screening Using Bayesian Neural Networks. ICHI (2020)
Randy Tan, Naimul Mefraz Khan, Ling Guan
Locality Guided Neural Networks for Explainable Artificial Intelligence. IJCNN (2020)
Nairouz Mrabah, Naimul Mefraz Khan, Riadh Ksantini, Zied Lachiri
Deep clustering with a Dynamic Autoencoder: From reconstruction towards centroids construction. Neural Networks 130 (2020)
Zeeshan Ahmad, Naimul Mefraz Khan
Human Action Recognition Using Deep Multilevel Multimodal (M2) Fusion of Depth and Inertial Sensors. CoRR (2019)
Muhammad Rehman Zafar, Naimul Mefraz Khan
DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems. CoRR (2019)
Naimul Mefraz Khan, Nabila Abraham, Marcia Hon, Ling Guan
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond. MIPR (2019)
Naimul Mefraz Khan, Nabila Abraham, Ling Guan
Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond. CoRR (2019)
Zeeshan Ahmad, Naimul Mefraz Khan
Multidomain Multimodal Fusion for Human Action Recognition Using Inertial Sensors. BigMM (2019)
Naimul Mefraz Khan, Nabila Abraham, Marcia Hon
Transfer Learning With Intelligent Training Data Selection for Prediction of Alzheimer's Disease. IEEE Access 7 (2019)
Nairouz Mrabah, Naimul Mefraz Khan, Riadh Ksantini
Deep Clustering with a Dynamic Autoencoder. CoRR (2019)
Kai Liu, Lei Gao, Naimul Mefraz Khan, Lin Qi, Ling Guan
Graph Convolutional Networks-Hidden Conditional Random Field Model for Skeleton-Based Action Recognition. ISM (2019)
Nabila Abraham, Naimul Mefraz Khan
A Novel Focal Tversky Loss Function With Improved Attention U-Net for Lesion Segmentation. ISBI (2019)
Julien Li-Chee-Ming, Zheng Wu, Randy Tan, Ryan Tan, Naimul Mefraz Khan, Andy Ye, Ling Guan
A Scene-Based Augmented Reality Framework for Exhibits. ICIAR (1) (2019)
Nabila Abraham, Naimul Mefraz Khan
Multimodal Segmentation with MGF-Net and the Focal Tversky Loss Function. BrainLes@MICCAI (2) (2019)
Naimul Mefraz Khan, Marcia Hon, Nabila Abraham
Transfer Learning with intelligent training data selection for prediction of Alzheimer's Disease. CoRR (2019)
Nabila Abraham, Naimul Mefraz Khan
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation. CoRR (2018)
Zeeshan Ahmad, Naimul Mefraz Khan
Towards Improved Human Action Recognition Using Convolutional Neural Networks and Multimodal Fusion of Depth and Inertial Sensor Data. ISM (2018)
Zheng Wu, Naimul Mefraz Khan, Lei Gao, Ling Guan
Deep Reinforcement Learning with Parameterized Action Space for Object Detection. ISM (2018)
Naimul Mefraz Khan, Riadh Ksantini, Ling Guan
A Novel Image-Centric Approach Toward Direct Volume Rendering. ACM Trans. Intell. Syst. Technol. 9 (4) (2018)
Ghazala Khan, Naimul Mefraz Khan
Brain MRI Segmentation using efficient 3D Fully Convolutional Neural Networks. BIBM (2018)
Randy Tan, Naimul Mefraz Khan, Ling Guan
Real-Time System for Human Activity Analysis. CoRR (2017)
Randy Tan, Naimul Mefraz Khan, Ling Guan
Real-Time System for Human Activity Analysis. ISM (2017)
Marcia Hon, Naimul Mefraz Khan
Towards Alzheimer's disease classification through transfer learning. BIBM (2017)
Naimul Mefraz Khan, Riadh Ksantini, Ling Guan
A Novel Image-centric Approach Towards Direct Volume Rendering. CoRR (2017)
Marcia Hon, Naimul Mefraz Khan
Towards Alzheimer's Disease Classification through Transfer Learning. CoRR (2017)
Naimul Mefraz Khan, Xiaoming Nan, Nan Dong, Yifeng He, Matthew J. Kyan, Jennifer James, Ling Guan, Charles Davis
Towards a shared large-area mixed reality system. ICME Workshops (2016)
Paisarn Muneesawang, Naimul Mefraz Khan, Matthew J. Kyan, Bruce Elder, Nan Dong, Guoyu Sun, Haiyan Li, Ling Zhong, Ling Guan
A Machine Intelligence Approach to Virtual Ballet Training. IEEE Multim. 22 (4) (2015)
Naimul Mefraz Khan, Matthew J. Kyan, Ling Guan
Intuitive volume exploration through spherical self-organizing map and color harmonization. Neurocomputing 147 (2015)
Naimul Mefraz Khan, Xiaoming Nan, Azhar Quddus, Edward Rosales, Ling Guan
On video based face recognition through adaptive sparse dictionary. FG (2015)
Naimul Mefraz Khan, Riadh Ksantini, Ling Guan
Volume visualization using sparse nonparametric support vector machines and harmoniccolors. ICASSP (2014)
Naimul Mefraz Khan, Matthew J. Kyan, Ling Guan
ImmerVol: An immersive volume visualization system. CIVEMSA (2014)
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan
SN-SVM: a sparse nonparametric support vector machine classifier. Signal Image Video Process. 8 (8) (2014)
Naimul Mefraz Khan, Stephen Lin, Ling Guan, Baining Guo
A Visual Evaluation Framework for In-Home Physical Rehabilitation. ISM (2014)
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan
Covariance-guided One-Class Support Vector Machine. Pattern Recognit. 47 (6) (2014)
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan
Incorporating covariance information in one class support vector classification. ICASSP (2013)
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan
A Sparse Support Vector Machine Classifier with Nonparametric Discriminants. ICANN (2) (2012)
Naimul Mefraz Khan, Imran Shafiq Ahmad
An efficient signature representation for retrieval of spatially similar images. Signal Image Video Process. 6 (1) (2012)
Naimul Mefraz Khan, Matthew J. Kyan, Ling Guan
Intuitive Volume Exploration through Spherical Self-Organizing Map. WSOM (2012)
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Boubakeur Boufama
A novel SVM+NDA model for classification with an application to face recognition. Pattern Recognit. 45 (1) (2012)
Naimul Mefraz Khan, Kaamran Raahemifar
A novel Accelerated Greedy Snake Algorithm for active contours. CCECE (2011)
Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Boubakeur Boufama
A New SVM + NDA Model for Improved Classification and Recognition. ICIAR (1) (2010)
Riadh Ksantini, Boubakeur Boufama, Imran Shafiq Ahmad, Naimul Mefraz Khan
A new combined KSVM and KFD model for classification and recognition. ICDIM (2010)
Naimul Mefraz Khan, Imran Shafiq Ahmad
A new signature for quadtree-based image matching. MoMM (2009)