Steven Lawrence Fernandes

54 papers A* 1Journal 40Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Transformer-Based DME Classification Using Retinal OCT Images Without Data Augmentation: An Evaluation of ViT-B16 and ViT-B32 With Optimizer Impact. IEEE Access K. C. Pavithra, Preetham Kumar, M. Geetha, Sulatha V. Bhandary, K. B. Ajitha Shenoy, Guruprasad Rao, Steven Lawrence Fernandes, Akshat Tulsani
2024	J	`jnl`	Contrast enhanced medical MRI evaluation using Tsallis entropy and region growing segmentation. J. Ambient Intell. Humaniz. Comput. Nadaradjane Sri Madhava Raja, Steven Lawrence Fernandes, Nilanjan Dey, Suresh Chandra Satapathy, V. Rajinikanth
2023	J	`jnl`	Facial skin disease prediction using StarGAN v2 and transfer learning. Intell. Decis. Technol. Kristen Holmes, Poonam Sharma, Steven Lawrence Fernandes
2022	—	`conf`	Attribution-Based Confidence Metric for Detection of Adversarial Attacks on Breast Histopathological Images. ECCV Workshops (1) Steven Lawrence Fernandes, Senka Krivic, Poonam Sharma, Sumit Kumar Jha
2022	J	`jnl`	Editorial of the Special Issue: Brain-like computing for medical applications. Complex Intell. Syst. Yu-Dong Zhang, Hong Lin, João Manuel R. S. Tavares, Mussarat Yasmin, Steven Lawrence Fernandes
2022	J	`jnl`	Special Issue: Recent advances in quantum computing and quantum neural networks. Concurr. Comput. Pract. Exp. Steven Lawrence Fernandes, Yu-Dong Zhang, João Manuel R. S. Tavares
2022	J	`jnl`	Special issue: Recent advances in deep learning, biometrics, health informatics and data science. Expert Syst. J. Knowl. Eng. Steven Lawrence Fernandes, Roshan Joy Martis, Hong Lin, Bahman Javadi, Urcun John Tanik, Muhammad Sharif
2021	J	`jnl`	SOSPCNN: Structurally Optimized Stochastic Pooling Convolutional Neural Network for Tetralogy of Fallot Recognition. Wirel. Commun. Mob. Comput. Shui-Hua Wang, Kaihong Wu, Tianshu Chu, Steven Lawrence Fernandes, Qinghua Zhou, Yu-Dong Zhang, Jian Sun
2020	J	`jnl`	A distinctive approach in brain tumor detection and classification using MRI. Pattern Recognit. Lett. Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
2020	J	`jnl`	A framework for offline signature verification system: Best features selection approach. Pattern Recognit. Lett. Muhammad Sharif, Muhammad Attique Khan, Muhammad Faisal, Mussarat Yasmin, Steven Lawrence Fernandes
2020	J	`jnl`	A novel nonintrusive decision support approach for heart rate measurement. Pattern Recognit. Lett. Steven Lawrence Fernandes, Varadraj Prabhu Gurupur, Ramesh Sunder Nayak, Arunkumar N., Seifedine Nimer Kadry
2020	J	`jnl`	A reliable framework for accurate brain image examination and treatment planning based on early diagnosis support for clinicians. Neural Comput. Appl. Steven Lawrence Fernandes, Urcun John Tanik, V. Rajinikanth, K. Arvind Karthik
2020	—	`conf`	Adversarial Attack on Deepfake Detection Using RL Based Texture Patches. ECCV Workshops (1) Steven Lawrence Fernandes, Sumit Kumar Jha
2020	J	`jnl`	Attacking NIST biometric image software using nonlinear optimization. Pattern Recognit. Lett. Sunny Raj, Jodh S. Pannu, Steven Lawrence Fernandes, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha
2020	—	`conf`	Automated Synthesis of Memristor Crossbars Using Deep Neural Networks. FICTA (2) Dwaipayan Chakraborty, Andy Michel, Jodh S. Pannu, Sunny Raj, Suresh Chandra Satapathy, Steven Lawrence Fernandes, Sumit Kumar Jha
2020	J	`jnl`	Automated detection of diabetic retinopathy using convolutional neural networks on a small dataset. Pattern Recognit. Lett. Abhishek Samanta, Aheli Saha, Suresh Chandra Satapathy, Steven Lawrence Fernandes, Yu-Dong Zhang
2020	J	`jnl`	Design and Fabrication of Flow-Based Edge Detection Memristor Crossbar Circuits IEEE Trans. Circuits Syst. II Express Briefs Jodh S. Pannu, Sunny Raj, Steven Lawrence Fernandes, Dwaipayan Chakraborty, Sarah Rafiq, Nathaniel C. Cady, Sumit Kumar Jha
2020	—	`conf`	Detecting Deepfake Videos using Attribution-Based Confidence Metric. CVPR Workshops Steven Lawrence Fernandes, Sunny Raj, Rickard Ewetz, Jodh Singh Pannu, Sumit Kumar Jha, Eddy Ortiz, Iustina Vintila, Margaret Salter
2020	J	`jnl`	Editorial of the special issue DLHI: Deep learning in medical imaging and healthinformatics. Pattern Recognit. Lett. Roshan Joy Martis, Hong Lin, Bahman Javadi, Steven Lawrence Fernandes, Mussarat Yasmin
2020	J	`jnl`	Facial expressions classification and false label reduction using LDA and threefold SVM. Pattern Recognit. Lett. Jamal Hussain Shah, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
2019	J	`jnl`	A Hybrid Framework to Evaluate Breast Abnormality Using Infrared Thermal Images. IEEE Consumer Electron. Mag. Steven Lawrence Fernandes, Venkatesan Rajinikanth, Seifedine Nimer Kadry
2019	J	`jnl`	A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning. J. Medical Syst. Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Tanzila Saba, Muhammad Almas Anjum, Steven Lawrence Fernandes
2019	—	`ch.`	An Overview of Biometrics Methods. Handbook of Multimedia Information Security Muhammad Sharif, Mudassar Raza, Jamal Hussain Shah, Mussarat Yasmin, Steven Lawrence Fernandes
2019	A*	`conf`	Attribution-Based Confidence Metric For Deep Neural Networks. NeurIPS Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Brian Jalaian, Gunjan Verma, Ananthram Swami
2019	J	`jnl`	Attribution-driven Causal Analysis for Detection of Adversarial Examples. CoRR Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Gunjan Verma, Brian Jalaian, Ananthram Swami
2019	J	`jnl`	Automated Detection of Alzheimer's Disease Using Brain MRI Images- A Study with Various Feature Extraction Techniques. J. Medical Syst. U. Rajendra Acharya, Steven Lawrence Fernandes, Joel Koh En Wei, Edward J. Ciaccio, Mohd Kamil Bin Mohd Fabell, Urcun John Tanik, V. Rajinikanth, Chai Hong Yeong
2019	—	`conf`	Directed Adversarial Attacks on Fingerprints using Attributions. ICB Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Sumit Kumar Jha
2019	J	`jnl`	Input-Aware Flow-Based Computing on Memristor Crossbars With Applications to Edge Detection. IEEE J. Emerg. Sel. Topics Circuits Syst. Dwaipayan Chakraborty, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha
2019	—	`conf`	On the Susceptibility of Deep Neural Networks to Natural Perturbations. AISafety@IJCAI Mesut Ozdag, Sunny Raj, Steven Lawrence Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha
2019	—	`conf`	Predicting Heart Rate Variations of Deepfake Videos using Neural ODE. ICCV Workshops Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Margaret Salter, Gordana Urosevic, Sumit Kumar Jha
2018	J	`jnl`	A fuzzy neural network approach for automatic K-complex detection in sleep EEG signal. Pattern Recognit. Lett. Rakesh Ranjan, Rajeev Arya, Steven Lawrence Fernandes, Erukonda Sravya, Vinay Jain
2018	J	`jnl`	A novel machine learning approach for scene text extraction. Future Gener. Comput. Syst. Ghulam Jillani Ansari, Jamal Hussain Shah, Mussarat Yasmin, Muhammad Sharif, Steven Lawrence Fernandes
2018	J	`jnl`	Appearance based pedestrians' gender recognition by employing stacked auto encoders in deep learning. Future Gener. Comput. Syst. Mudassar Raza, Muhammad Sharif, Mussarat Yasmin, Muhammad Attique Khan, Tanzila Saba, Steven Lawrence Fernandes
2018	J	`jnl`	Big data analysis for brain tumor detection: Deep convolutional neural networks. Future Gener. Comput. Syst. Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
2018	J	`jnl`	Matching images captured from unmanned aerial vehicle. Int. J. Syst. Assur. Eng. Manag. Steven Lawrence Fernandes, G. Josemin Bala
2018	J	`jnl`	Recent advances in Big Data Analytics, Internet of Things and Machine Learning. Future Gener. Comput. Syst. Roshan Joy Martis, Varadraj Prabhu Gurupur, Hong Lin, Aminul Islam, Steven Lawrence Fernandes
2017	J	`jnl`	A comparative study on various state of the art face recognition techniques under varying facial expressions. Int. Arab J. Inf. Technol. Steven Lawrence Fernandes, G. Josemin Bala
2017	J	`jnl`	A method for the detection and classification of diabetic retinopathy using structural predictors of bright lesions. J. Comput. Sci. Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Hussam Ali, Steven Lawrence Fernandes
2017	J	`jnl`	Classification of focal and non focal EEG using entropies. Pattern Recognit. Lett. Arunkumar N., Kannan Ramkumar, Venkatraman V., Enas W. Abdulhay, Steven Lawrence Fernandes, Seifedine Nimer Kadry, Sophia Segal
2017	J	`jnl`	Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer vision. Comput. Biol. Medicine Roshan Joy Martis, Hong Lin, Varadraj Prabhu Gurupur, Steven Lawrence Fernandes
2017	J	`jnl`	Entropy based segmentation of tumor from brain MR images - a study with teaching learning based optimization. Pattern Recognit. Lett. V. Rajinikanth, Suresh Chandra Satapathy, Steven Lawrence Fernandes, S. Nachiappan
2017	J	`jnl`	Extraction of emotions from multilingual text using intelligent text processing and computational linguistics. J. Comput. Sci. Vinay Kumar Jain, Shishir Kumar, Steven Lawrence Fernandes
2017	J	`jnl`	Rough set based effective technique of image watermarking. J. Comput. Sci. Shishir Kumar, Neha Jain, Steven Lawrence Fernandes
2017	J	`jnl`	Thermal-aware power-efficient deadline based task allocation in multi-core processor. J. Comput. Sci. Sumarga Kumar Sah Tyagi, Deepak Kumar Jain, Steven Lawrence Fernandes, Pranab K. Muhuri
2016	J	`jnl`	A New Approach of Cup to Disk Ratio Based Glaucoma Detection Using Fundus Images. J. Integr. Des. Process. Sci. Muhammad Waseem Khan, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
2016	—	`conf`	A Novel Representation for Classification of User Sentiments. FICTA (2) Steven Lawrence Fernandes, S. N. Bharath Bhushan, Vinlal Vinod, M. J. Adarsh
2016	J	`jnl`	Automatic Cotton Wool Spots Extraction in Retinal Images Using Texture Segmentation and Gabor Wavelet. J. Integr. Des. Process. Sci. Bushra Shabbir, Muhammad Sharif, Wasif Nisar, Mussarat Yasmin, Steven Lawrence Fernandes
2016	—	`conf`	Developing Novel Skin Detection on ODROID XU4 Heterogeneous Multi-Processing Device. ICTCS G. Josemin Bala, Steven Lawrence Fernandes
2016	J	`jnl`	Early Skin Cancer Detection Using Computer Aided Diagnosis Techniques. J. Integr. Des. Process. Sci. Steven Lawrence Fernandes, Baisakhi Chakraborty, Varadraj Prabhu Gurupur, G. Ananth Prabhu
2016	J	`jnl`	Fusion of sparse representation and dictionary matching for identification of humans in uncontrolled environment. Comput. Biol. Medicine Steven Lawrence Fernandes, G. Josemin Bala
2016	J	`jnl`	ODROID XU4 based implementation of decision level fusion approach for matching computer generated sketches. J. Comput. Sci. Steven Lawrence Fernandes, G. Josemin Bala
2015	—	`conf`	Image Quality Assessment-Based Approach to Estimate the Age of Pencil Sketch. SocProS (1) Steven Lawrence Fernandes, G. Josemin Bala
2015	—	`conf`	Self-Similarity Descriptor and Local Descriptor-Based Composite Sketch Matching. SocProS (1) Steven Lawrence Fernandes, G. Josemin Bala
2013	—	`conf`	Robust Face Recognition in the Presence of Noises and Blurring Effects by Fusing Appearance Based Techniques and Sparse Representation. ADCONS Steven Lawrence Fernandes, G. Josemin Bala, P. Nagabhushan, S. K. Mandal