Thangarajah Akilan

34 papers B 2Journal 22Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DAS-SK: An Adaptive Model Integrating Dual Atrous Separable and Selective Kernel CNN for Agriculture Semantic Segmentation. CoRR Chee Mei Ling, Thangarajah Akilan, Aparna Ravindra Phalke, Kanchan Keisham
2025	J	`jnl`	Dual Atrous Separable Convolution for Improving Agricultural Semantic Segmentation. CoRR Chee Mei Ling, Thangarajah Akilan, Aparna Ravindra Phalke
2025	J	`jnl`	Fast Transfer Learning Method Using Random Layer Freezing and Feature Refinement Strategy. IEEE Trans. Cybern. Wandong Zhang, Yimin Yang, Thangarajah Akilan, Q. M. Jonathan Wu, Tianlong Liu
2025	J	`jnl`	Self-Supervised Learning for Image Segmentation: A Comprehensive Survey. CoRR Thangarajah Akilan, Nusrat Jahan, Wandong Zhang
2025	J	`jnl`	Thermal Fall 66: A robust dataset for thermal imaging-based fall detection and eldercare. Eng. Appl. Artif. Intell. Christopher Silver, Thangarajah Akilan
2025	J	`jnl`	Thermal Imaging-based Real-time Fall Detection using Motion Flow and Attention-enhanced Convolutional Recurrent Architecture. CoRR Christopher Silver, Thangarajah Akilan
2024	—	`conf`	Advanced Deep Regression Models for Oil Production Forecast. Canadian AI Siavash Hosseini, Thangarajah Akilan, Basit Rafiq
2024	J	`jnl`	Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical Investigation. CoRR Tushar Prasanna Swaminathan, Christopher Silver, Thangarajah Akilan
2024	—	`conf`	Improved Semi-Supervised Attention GAN for Semantic Segmentation. PACRIM Nusrat Jahan, Thangarajah Akilan, Thanh Minh Nguyen
2024	—	`conf`	Improving Pavement Crack Segmentation Using Attention Mechanism and Self-gated Activation. CCECE Nusrat Jahan, Thangarajah Akilan, Tharrengini Suresh
2024	J	`jnl`	Phasor-Driven Acceleration for FFT-based CNNs. CoRR Eduardo Reis, Thangarajah Akilan, Mohammed Khalid
2023	—	`conf`	A Novel Approach for Fall Detection Using Thermal Imaging and a Stacking Ensemble of Autoencoder and 3D-CNN Models. CCECE Christopher Silver, Thangarajah Akilan
2023	J	`jnl`	Advanced Deep Regression Models for Forecasting Time Series Oil Production. CoRR Siavash Hosseini, Thangarajah Akilan
2023	—	`conf`	Dual-Modality Deep Feature-based Anomaly Detection for Video Surveillance. CCECE Parth Lalitkumar Bhatt, Dhruva Shah, Christopher Silver, Wandong Zhang, Thangarajah Akilan
2023	J	`jnl`	Low-light Pedestrian Detection in Visible and Infrared Image Feeds: Issues and Challenges. CoRR Hrishikesh Vachhani, Thangarajah Akilan, Yash Devmurari, Nisharaff Shaik, Dhruvisha Patel
2023	J	`jnl`	Multi-class Brain Tumor Segmentation using Graph Attention Network. CoRR Dhrumil Patel, Dhruv Patel, Rudra Saxena, Thangarajah Akilan
2023	—	`conf`	NLP-driven Content Classification Towards Fake News and Bully Detection. AIBThings Darshan Gangaram Sarkale, Vedant Jagdishbhai Gabani, Wandong Zhang, Thangarajah Akilan
2022	J	`jnl`	ANOVA-based Automatic Attribute Selection and a Predictive Model for Heart Disease Prognosis. CoRR Mohammed Nowshad Ruhani Chowdhury, Wandong Zhang, Thangarajah Akilan
2022	—	`conf`	Deep Neural Network Modeling for Accurate Electric Motor Temperature Prediction. CCECE Siavash Hosseini, Amirmohammad Shahbandegan, Thangarajah Akilan
2022	J	`jnl`	Fast Ship Detection With Spatial-Frequency Analysis and ANOVA-Based Feature Fusion. IEEE Geosci. Remote. Sens. Lett. Wandong Zhang, Q. M. Jonathan Wu, Yimin Yang, Thangarajah Akilan, W. G. Will Zhao, Qingzhong Li, Jiong Niu
2022	J	`jnl`	Global Attention-based Encoder-Decoder LSTM Model for Temperature Prediction of Permanent Magnet Synchronous Motors. CoRR Jun Li, Thangarajah Akilan
2022	J	`jnl`	HKPM: A Hierarchical Key-Area Perception Model for HFSWR Maritime Surveillance. IEEE Trans. Geosci. Remote. Sens. Wandong Zhang, Q. M. Jonathan Wu, Yimin Yang, Thangarajah Akilan, Ming Li
2022	J	`jnl`	MRSDI-CNN: Multi-Model Rail Surface Defect Inspection System Based on Convolutional Neural Networks. IEEE Trans. Intell. Transp. Syst. Hui Zhang, Yanan Song, Yurong Chen, Hang Zhong, Li Liu, Yaonan Wang, Thangarajah Akilan, Q. M. Jonathan Wu
2022	—	`conf`	Machine Learning for Global Food Security: A Concise Overview. IHTC Nusrat Jahan, Thangarajah Akilan, Aparna Ravindra Phalke
2021	J	`jnl`	A Hybrid Learner for Simultaneous Localization and Mapping. CoRR Thangarajah Akilan, Edna Johnson, Japneet Sandhu, Ritika Chadha, Gaurav Taluja
2021	J	`jnl`	A Width-Growth Model With Subnetwork Nodes and Refinement Structure for Representation Learning and Image Classification. IEEE Trans. Ind. Informatics Wandong Zhang, Q. M. Jonathan Wu, Yimin Yang, Thangarajah Akilan, Hui Zhang
2021	J	`jnl`	CxSE: Chest X-ray Slow Encoding CNN forCOVID-19 Diagnosis. CoRR Thangarajah Akilan
2021	—	`conf`	Multi-channel MRI Embedding: An Effective Strategy for Enhancing Brain Tumor Segmentation. AIPR Apurva Pandya, Catherine Samuel, Nisargkumar Patel, Vaibhavkumar Patel, Thangarajah Akilan
2021	J	`jnl`	Multimodel Feature Reinforcement Framework Using Moore-Penrose Inverse for Big Data Analysis. IEEE Trans. Neural Networks Learn. Syst. Wandong Zhang, Q. M. Jonathan Wu, Yimin Yang, Thangarajah Akilan
2020	J	`jnl`	A 3D CNN-LSTM-Based Image-to-Image Foreground Segmentation. IEEE Trans. Intell. Transp. Syst. Thangarajah Akilan, Qingming Jonathan Wu, Amin Safaei, Jie Huo, Yimin Yang
2020	B	`conf`	Fast Detection of Duplicate Bug Reports using LDA-based Topic Modeling and Classification. SMC Thangarajah Akilan, Dhruvit Shah, Nishi Patel, Rinkal Mehta
2020	—	`conf`	Multimodality Weight and Score Fusion for SLAM. CCECE Thangarajah Akilan, Edna Johnson, Gaurav Taluja, Japneet Sandhu, Ritika Chadha
2020	B	`conf`	Quantifying the Impact of Complementary Visual and Textual Cues Under Image Captioning. SMC Thangarajah Akilan, Amitha Thiagarajan, Bharathwaaj Venkatesan, Sowmiya Thirumeni, Sanjana Gurusamy Chandrasekaran
2020	J	`jnl`	Recomputation of the Dense Layers for Performance Improvement of DCNN. IEEE Trans. Pattern Anal. Mach. Intell. Yimin Yang, Q. M. Jonathan Wu, Xiexing Feng, Thangarajah Akilan