Label Fusion for Multi-atlas Segmentation Based on Majority Voting. - Jie Huo; Guanghui Wang 001; Q. M. Jonathan Wu; Akilan Thangarajah (ICIAR, 2015)

Vision-based registration for augmented reality-a short survey. - Akilan Thangarajah; Q. M. Jonathan Wu; Bakri Madon; Adib Kabir Chowdhury (ICSIPA, 2015)

Implementation of Auto Monitoring and Short-Message-Service System via GSM Modem. - Akilan Thangarajah; Buddhapala Wongkaew; Mongkol Ekpanyapong (CoRR, 2015)

A unified threshold updating strategy for multivariate Gaussian mixture based moving object detection. - Akilan Thangarajah; Q. M. Jonathan Wu; Jie Huo (HPCS, 2016)

Fusion of transfer learning features and its application in image classification. - Akilan Thangarajah; Q. M. Jonathan Wu; Yimin Yang 001; Amin Safaei 001 (CCECE, 2017)

A feature embedding strategy for high-level CNN representations from multiple convnets. - Akilan Thangarajah; Q. M. Jonathan Wu; Wei Jiang 009 (GlobalSIP, 2017)

System-on-a-chip (SoC)-based hardware acceleration for extreme learning machine. - Amin Safaei 001; Q. M. Jonathan Wu; Yimin Yang 001; Akilan Thangarajah (ICECS, 2017)

System-on-chip-based hardware acceleration for human detection in 2D/3D scenes. - Amin Safaei 001; Q. M. Jonathan Wu; Akilan Thangarajah (SMC, 2017)

A late fusion approach for harnessing multi-cnn model high-level features. - Akilan Thangarajah; Q. M. Jonathan Wu; Amin Safaei 001; Wei Jiang 009 (SMC, 2017)

Double Encoding - Slow Decoding Image to Image CNN for Foreground Identification with Application Towards Intelligent Transportation. - Akilan Thangarajah; Q. M. Jonathan Wu (iThings/GreenCom/CPSCom/SmartData, 2018)

New Trend in Video Foreground Detection Using Deep Learning. - Akilan Thangarajah; Q. M. Jonathan Wu; Wei Jiang 009; Amin Safaei 001; Jie Huo (MWSCAS, 2018)

A Foreground Inference Network for Video Surveillance Using Multi-View Receptive Field. - Akilan Thangarajah (CoRR, 2018)

Non-iterative recomputation of dense layers for performance improvement of DCNN. - Yimin Yang 001; Q. M. Jonathan Wu; Xiexing Feng; Akilan Thangarajah (CoRR, 2018)

Effect of fusing features from multiple DCNN architectures in image classification. - Akilan Thangarajah; Qingming Jonathan Wu; Hui Zhang 023 (IET Image Process., 2018)

Fusion-based foreground enhancement for background subtraction using multivariate multi-model Gaussian distribution. - Akilan Thangarajah; Q. M. Jonathan Wu; Yimin Yang 001 (Inf. Sci., 2018)

Video Foreground localization from Traditional Methods to Deep Learning. - Akilan Thangarajah (2018)

System-on-a-Chip (SoC)-Based Hardware Acceleration for an Online Sequential Extreme Learning Machine (OS-ELM). - Amin Safaei 001; Q. M. Jonathan Wu; Akilan Thangarajah; Yimin Yang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019)

Video Foreground Extraction Using Multi-View Receptive Field and Encoder-Decoder DCNN for Traffic and Surveillance Applications. - Akilan Thangarajah; Q. M. Jonathan Wu; Wandong Zhang (IEEE Trans. Veh. Technol., 2019)

Multimodality Weight and Score Fusion for SLAM. - Thangarajah Akilan; Edna Johnson; Gaurav Taluja; Japneet Sandhu; Ritika Chadha (CCECE, 2020)

ES2ISL: An Advancement in Speech to Sign Language Translation using 3D Avatar Animator. - Bhavinkumar Devendrabhai Patel; Harshit Balvantrai Patel; Manthan Ashok Khanvilkar; Nidhi Rajendrakumar Patel; Akilan Thangarajah (CCECE, 2020)

Fast Detection of Duplicate Bug Reports using LDA-based Topic Modeling and Classification. - Thangarajah Akilan; Dhruvit Shah; Nishi Patel; Rinkal Mehta (SMC, 2020)

Quantifying the Impact of Complementary Visual and Textual Cues Under Image Captioning. - Thangarajah Akilan; Amitha Thiagarajan; Bharathwaaj Venkatesan; Sowmiya Thirumeni; Sanjana Gurusamy Chandrasekaran (SMC, 2020)

Multi-channel MRI Embedding: An EffectiveStrategy for Enhancement of Human Brain Whole Tumor Segmentation. - Apurva Pandya; Catherine Samuel; Nisargkumar Patel; Vaibhavkumar Patel; Akilan Thangarajah (CoRR, 2020)

Recomputation of the Dense Layers for Performance Improvement of DCNN. - Yimin Yang 001; Q. M. Jonathan Wu; Xiexing Feng; Thangarajah Akilan (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

sEnDec: An Improved Image to Image CNN for Foreground Localization. - Akilan Thangarajah; Q. M. Jonathan Wu (IEEE Trans. Intell. Transp. Syst., 2020)

A 3D CNN-LSTM-Based Image-to-Image Foreground Segmentation. - Thangarajah Akilan; Qingming Jonathan Wu; Amin Safaei 001; Jie Huo; Yimin Yang 001 (IEEE Trans. Intell. Transp. Syst., 2020)

Multi-channel MRI Embedding: An Effective Strategy for Enhancing Brain Tumor Segmentation. - Apurva Pandya; Catherine Samuel; Nisargkumar Patel; Vaibhavkumar Patel; Thangarajah Akilan (AIPR, 2021)

A Hybrid Learner for Simultaneous Localization and Mapping. - Thangarajah Akilan; Edna Johnson; Japneet Sandhu; Ritika Chadha; Gaurav Taluja (CoRR, 2021)

CxSE: Chest X-ray Slow Encoding CNN forCOVID-19 Diagnosis. - Thangarajah Akilan (CoRR, 2021)

A Width-Growth Model With Subnetwork Nodes and Refinement Structure for Representation Learning and Image Classification. - Wandong Zhang; Q. M. Jonathan Wu; Yimin Yang 001; Thangarajah Akilan; Hui Zhang 023 (IEEE Trans. Ind. Informatics, 2021)

Multimodel Feature Reinforcement Framework Using Moore-Penrose Inverse for Big Data Analysis. - Wandong Zhang; Q. M. Jonathan Wu; Yimin Yang 001; Thangarajah Akilan (IEEE Trans. Neural Networks Learn. Syst., 2021)

Deep Neural Network Modeling for Accurate Electric Motor Temperature Prediction. - Siavash Hosseini; Amirmohammad Shahbandegan; Thangarajah Akilan (CCECE, 2022)

Machine Learning for Global Food Security: A Concise Overview. - Nusrat Jahan; Thangarajah Akilan; Aparna Ravindra Phalke (IHTC, 2022)

Global Attention-based Encoder-Decoder LSTM Model for Temperature Prediction of Permanent Magnet Synchronous Motors. - Jun Li 081; Thangarajah Akilan (CoRR, 2022)

ANOVA-based Automatic Attribute Selection and a Predictive Model for Heart Disease Prognosis. - Mohammed Nowshad Ruhani Chowdhury; Wandong Zhang; Thangarajah Akilan (CoRR, 2022)

Fast Ship Detection With Spatial-Frequency Analysis and ANOVA-Based Feature Fusion. - Wandong Zhang; Q. M. Jonathan Wu; Yimin Yang 001; Thangarajah Akilan; W. G. Will Zhao; Qingzhong Li; Jiong Niu (IEEE Geosci. Remote. Sens. Lett., 2022)

HKPM: A Hierarchical Key-Area Perception Model for HFSWR Maritime Surveillance. - Wandong Zhang; Q. M. Jonathan Wu; Yimin Yang 001; Thangarajah Akilan; Ming Li 057 (IEEE Trans. Geosci. Remote. Sens., 2022)

MRSDI-CNN: Multi-Model Rail Surface Defect Inspection System Based on Convolutional Neural Networks. - Hui Zhang 023; Yanan Song; Yurong Chen 003; Hang Zhong; Li Liu 060; Yaonan Wang 001; Thangarajah Akilan; Q. M. Jonathan Wu (IEEE Trans. Intell. Transp. Syst., 2022)

NLP-driven Content Classification Towards Fake News and Bully Detection. - Darshan Gangaram Sarkale; Vedant Jagdishbhai Gabani; Wandong Zhang; Thangarajah Akilan (AIBThings, 2023)

Dual-Modality Deep Feature-based Anomaly Detection for Video Surveillance. - Parth Lalitkumar Bhatt; Dhruva Shah; Christopher Silver; Wandong Zhang; Thangarajah Akilan (CCECE, 2023)

A Novel Approach for Fall Detection Using Thermal Imaging and a Stacking Ensemble of Autoencoder and 3D-CNN Models. - Christopher Silver; Thangarajah Akilan (CCECE, 2023)

Multi-class Brain Tumor Segmentation using Graph Attention Network. - Dhrumil Patel; Dhruv Patel; Rudra Saxena; Thangarajah Akilan (CoRR, 2023)

Advanced Deep Regression Models for Forecasting Time Series Oil Production. - Siavash Hosseini; Thangarajah Akilan (CoRR, 2023)

Low-light Pedestrian Detection in Visible and Infrared Image Feeds: Issues and Challenges. - Hrishikesh Vachhani; Thangarajah Akilan; Yash Devmurari; Nisharaff Shaik; Dhruvisha Patel (CoRR, 2023)

Advanced Deep Regression Models for Oil Production Forecast. - Siavash Hosseini; Thangarajah Akilan; Basit Rafiq (Canadian AI, 2024)

Improving Pavement Crack Segmentation Using Attention Mechanism and Self-gated Activation. - Nusrat Jahan; Thangarajah Akilan; Tharrengini Suresh (CCECE, 2024)

Improved Semi-Supervised Attention GAN for Semantic Segmentation. - Nusrat Jahan; Thangarajah Akilan; Thanh Minh Nguyen (PACRIM, 2024)

Phasor-Driven Acceleration for FFT-based CNNs. - Eduardo Reis; Thangarajah Akilan; Mohammed Khalid (CoRR, 2024)

Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical Investigation. - Tushar Prasanna Swaminathan; Christopher Silver; Thangarajah Akilan (CoRR, 2024)

Thermal Fall 66: A robust dataset for thermal imaging-based fall detection and eldercare. - Christopher Silver; Thangarajah Akilan (Eng. Appl. Artif. Intell., 2025)

Fast Transfer Learning Method Using Random Layer Freezing and Feature Refinement Strategy. - Wandong Zhang; Yimin Yang 001; Thangarajah Akilan; Q. M. Jonathan Wu; Tianlong Liu (IEEE Trans. Cybern., 2025)

Self-Supervised Learning for Image Segmentation: A Comprehensive Survey. - Thangarajah Akilan; Nusrat Jahan; Wandong Zhang (CoRR, 2025)

Dual Atrous Separable Convolution for Improving Agricultural Semantic Segmentation. - Chee Mei Ling; Thangarajah Akilan; Aparna Ravindra Phalke (CoRR, 2025)