Steven Lawrence Fernandes

According to our database, Steven Lawrence Fernandes authored at least 52 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Contrast enhanced medical MRI evaluation using Tsallis entropy and region growing segmentation.

Nadaradjane Sri Madhava Raja, Steven Lawrence Fernandes, Nilanjan Dey, Suresh Chandra Satapathy, V. Rajinikanth

J. Ambient Intell. Humaniz. Comput., January, 2024

2023

Facial skin disease prediction using StarGAN v2 and transfer learning.

Kristen Holmes, Poonam Sharma, Steven Lawrence Fernandes

Intell. Decis. Technol., 2023

2022

Special issue: Recent advances in deep learning, biometrics, health informatics and data science.

Steven Lawrence Fernandes, Roshan Joy Martis, Hong Lin, Bahman Javadi, Urcun John Tanik, Muhammad Sharif

Expert Syst. J. Knowl. Eng., 2022

Special Issue: Recent advances in quantum computing and quantum neural networks.

Steven Lawrence Fernandes, Yu-Dong Zhang, João Manuel R. S. Tavares

Concurr. Comput. Pract. Exp., 2022

Attribution-Based Confidence Metric for Detection of Adversarial Attacks on Breast Histopathological Images.

Steven Lawrence Fernandes, Senka Krivic, Poonam Sharma, Sumit Kumar Jha

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

SOSPCNN: Structurally Optimized Stochastic Pooling Convolutional Neural Network for Tetralogy of Fallot Recognition.

Shui-Hua Wang, Kaihong Wu, Tianshu Chu, Steven Lawrence Fernandes, Qinghua Zhou, Yu-Dong Zhang, Jian Sun

Wirel. Commun. Mob. Comput., 2021

2020

Design and Fabrication of Flow-Based Edge Detection Memristor Crossbar Circuits¹.

Jodh S. Pannu, Sunny Raj, Steven Lawrence Fernandes, Dwaipayan Chakraborty, Sarah Rafiq, Nathaniel C. Cady, Sumit Kumar Jha

IEEE Trans. Circuits Syst. II Express Briefs, 2020

A framework for offline signature verification system: Best features selection approach.

Muhammad Sharif, Muhammad Attique Khan, Muhammad Faisal, Mussarat Yasmin, Steven Lawrence Fernandes

Pattern Recognit. Lett., 2020

Facial expressions classification and false label reduction using LDA and threefold SVM.

Jamal Hussain Shah, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes

Pattern Recognit. Lett., 2020

Automated detection of diabetic retinopathy using convolutional neural networks on a small dataset.

Abhishek Samanta, Aheli Saha, Suresh Chandra Satapathy, Steven Lawrence Fernandes, Yu-Dong Zhang

Pattern Recognit. Lett., 2020

Attacking NIST biometric image software using nonlinear optimization.

Sunny Raj, Jodh S. Pannu, Steven Lawrence Fernandes, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha

Pattern Recognit. Lett., 2020

Editorial of the special issue DLHI: Deep learning in medical imaging and healthinformatics.

Roshan Joy Martis, Hong Lin, Bahman Javadi, Steven Lawrence Fernandes, Mussarat Yasmin

Pattern Recognit. Lett., 2020

A novel nonintrusive decision support approach for heart rate measurement.

Steven Lawrence Fernandes, Varadraj Prabhu Gurupur, Ramesh Sunder Nayak, Arunkumar N., Seifedine Nimer Kadry

Pattern Recognit. Lett., 2020

A distinctive approach in brain tumor detection and classification using MRI.

Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes

Pattern Recognit. Lett., 2020

A reliable framework for accurate brain image examination and treatment planning based on early diagnosis support for clinicians.

Steven Lawrence Fernandes, Urcun John Tanik, V. Rajinikanth, K. Arvind Karthik

Neural Comput. Appl., 2020

Automated Synthesis of Memristor Crossbars Using Deep Neural Networks.

Dwaipayan Chakraborty, Andy Michel, Jodh S. Pannu, Sunny Raj, Suresh Chandra Satapathy, Steven Lawrence Fernandes, Sumit Kumar Jha

Proceedings of the Intelligent Data Engineering and Analytics, 2020

Adversarial Attack on Deepfake Detection Using RL Based Texture Patches.

Steven Lawrence Fernandes, Sumit Kumar Jha

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Detecting Deepfake Videos using Attribution-Based Confidence Metric.

Steven Lawrence Fernandes, Sunny Raj, Rickard Ewetz, Jodh Singh Pannu, Sumit Kumar Jha, Eddy Ortiz, Iustina Vintila, Margaret Salter

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning.

Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Tanzila Saba, Muhammad Almas Anjum, Steven Lawrence Fernandes

J. Medical Syst., 2019

Automated Detection of Alzheimer's Disease Using Brain MRI Images- A Study with Various Feature Extraction Techniques.

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

J. Medical Syst., 2019

Input-Aware Flow-Based Computing on Memristor Crossbars With Applications to Edge Detection.

Dwaipayan Chakraborty, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Attribution-driven Causal Analysis for Detection of Adversarial Examples.

Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Gunjan Verma, Brian Jalaian, Ananthram Swami

CoRR, 2019

A Hybrid Framework to Evaluate Breast Abnormality Using Infrared Thermal Images.

Steven Lawrence Fernandes, Venkatesan Rajinikanth, Seifedine Nimer Kadry

IEEE Consumer Electron. Mag., 2019

Attribution-Based Confidence Metric For Deep Neural Networks.

Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Brian Jalaian, Gunjan Verma, Ananthram Swami

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

On the Susceptibility of Deep Neural Networks to Natural Perturbations.

Mesut Ozdag, Sunny Raj, Steven Lawrence Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

Predicting Heart Rate Variations of Deepfake Videos using Neural ODE.

Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Margaret Salter, Gordana Urosevic, Sumit Kumar Jha

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Directed Adversarial Attacks on Fingerprints using Attributions.

Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Sumit Kumar Jha

Proceedings of the 2019 International Conference on Biometrics, 2019

An Overview of Biometrics Methods.

Muhammad Sharif, Mudassar Raza, Jamal Hussain Shah, Mussarat Yasmin, Steven Lawrence Fernandes

Proceedings of the Handbook of Multimedia Information Security: Techniques and Applications., 2019

2018

Matching images captured from unmanned aerial vehicle.

Steven Lawrence Fernandes, G. Josemin Bala

Int. J. Syst. Assur. Eng. Manag., 2018

A fuzzy neural network approach for automatic K-complex detection in sleep EEG signal.

Rakesh Ranjan, Rajeev Arya, Steven Lawrence Fernandes, Erukonda Sravya, Vinay Jain

Pattern Recognit. Lett., 2018

Appearance based pedestrians' gender recognition by employing stacked auto encoders in deep learning.

Mudassar Raza, Muhammad Sharif, Mussarat Yasmin, Muhammad Attique Khan, Tanzila Saba, Steven Lawrence Fernandes

Future Gener. Comput. Syst., 2018

Recent advances in Big Data Analytics, Internet of Things and Machine Learning.

Roshan Joy Martis, Varadraj Prabhu Gurupur, Hong Lin, Aminul Islam, Steven Lawrence Fernandes

Future Gener. Comput. Syst., 2018

A novel machine learning approach for scene text extraction.

Ghulam Jillani Ansari, Jamal Hussain Shah, Mussarat Yasmin, Muhammad Sharif, Steven Lawrence Fernandes

Future Gener. Comput. Syst., 2018

Big data analysis for brain tumor detection: Deep convolutional neural networks.

Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes

Future Gener. Comput. Syst., 2018

2017

Entropy based segmentation of tumor from brain MR images - a study with teaching learning based optimization.

V. Rajinikanth, Suresh Chandra Satapathy, Steven Lawrence Fernandes, S. Nachiappan

Pattern Recognit. Lett., 2017

Classification of focal and non focal EEG using entropies.

Arunkumar N., Kannan Ramkumar, Venkatraman V., Enas W. Abdulhay, Steven Lawrence Fernandes, Seifedine Nimer Kadry, Sophia Segal

Pattern Recognit. Lett., 2017

Thermal-aware power-efficient deadline based task allocation in multi-core processor.

Sumarga Kumar Sah Tyagi, Deepak Kumar Jain, Steven Lawrence Fernandes, Pranab K. Muhuri

J. Comput. Sci., 2017

Rough set based effective technique of image watermarking.

Shishir Kumar, Neha Jain, Steven Lawrence Fernandes

J. Comput. Sci., 2017

Extraction of emotions from multilingual text using intelligent text processing and computational linguistics.

Vinay Kumar Jain, Shishir Kumar, Steven Lawrence Fernandes

J. Comput. Sci., 2017

A method for the detection and classification of diabetic retinopathy using structural predictors of bright lesions.

Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Hussam Ali, Steven Lawrence Fernandes

J. Comput. Sci., 2017

A comparative study on various state of the art face recognition techniques under varying facial expressions.

Steven Lawrence Fernandes, G. Josemin Bala

Int. Arab J. Inf. Technol., 2017

Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer vision.

Roshan Joy Martis, Hong Lin, Varadraj Prabhu Gurupur, Steven Lawrence Fernandes

Comput. Biol. Medicine, 2017

2016

ODROID XU4 based implementation of decision level fusion approach for matching computer generated sketches.

Steven Lawrence Fernandes, G. Josemin Bala

J. Comput. Sci., 2016

Automatic Cotton Wool Spots Extraction in Retinal Images Using Texture Segmentation and Gabor Wavelet.

Bushra Shabbir, Muhammad Sharif, Wasif Nisar, Mussarat Yasmin, Steven Lawrence Fernandes

J. Integr. Des. Process. Sci., 2016

A New Approach of Cup to Disk Ratio Based Glaucoma Detection Using Fundus Images.

Muhammad Waseem Khan, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes

J. Integr. Des. Process. Sci., 2016

Early Skin Cancer Detection Using Computer Aided Diagnosis Techniques.

Steven Lawrence Fernandes, Baisakhi Chakraborty, Varadraj Prabhu Gurupur, G. Ananth Prabhu

J. Integr. Des. Process. Sci., 2016

Fusion of sparse representation and dictionary matching for identification of humans in uncontrolled environment.

Steven Lawrence Fernandes, G. Josemin Bala

Comput. Biol. Medicine, 2016

Developing Novel Skin Detection on ODROID XU4 Heterogeneous Multi-Processing Device.

G. Josemin Bala, Steven Lawrence Fernandes

ICTCS, 2016

A Novel Representation for Classification of User Sentiments.

Steven Lawrence Fernandes, S. N. Bharath Bhushan, Vinlal Vinod, M. J. Adarsh

Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

2015

Self-Similarity Descriptor and Local Descriptor-Based Composite Sketch Matching.

Steven Lawrence Fernandes, G. Josemin Bala

Proceedings of Fifth International Conference on Soft Computing for Problem Solving, 2015

Image Quality Assessment-Based Approach to Estimate the Age of Pencil Sketch.

Steven Lawrence Fernandes, G. Josemin Bala

Proceedings of Fifth International Conference on Soft Computing for Problem Solving, 2015

2013

Robust Face Recognition in the Presence of Noises and Blurring Effects by Fusing Appearance Based Techniques and Sparse Representation.

Steven Lawrence Fernandes, G. Josemin Bala, P. Nagabhushan, S. K. Mandal

Proceedings of the 2013 2nd International Conference on Advanced Computing, 2013