Steven Lawrence Fernandes

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 46

Top Topics

Facial Expressions

Computer Generated

Top Venues

Pattern Recognit. Lett.

J. Comput. Sci.

Future Gener. Comput. Syst.

J. Integr. Des. Process. Sci.

Publications

Nadaradjane Sri Madhava Raja, Steven Lawrence Fernandes, Nilanjan Dey, Suresh Chandra Satapathy, V. Rajinikanth
Contrast enhanced medical MRI evaluation using Tsallis entropy and region growing segmentation. J. Ambient Intell. Humaniz. Comput. 15 (1) (2024)
Kristen Holmes, Poonam Sharma, Steven Lawrence Fernandes
Facial skin disease prediction using StarGAN v2 and transfer learning. Intell. Decis. Technol. 17 (1) (2023)
Steven Lawrence Fernandes, Roshan Joy Martis, Hong Lin, Bahman Javadi, Urcun John Tanik, Muhammad Sharif
Special issue: Recent advances in deep learning, biometrics, health informatics and data science. Expert Syst. J. Knowl. Eng. 39 (7) (2022)
Steven Lawrence Fernandes, Senka Krivic, Poonam Sharma, Sumit Kumar Jha
Attribution-Based Confidence Metric for Detection of Adversarial Attacks on Breast Histopathological Images. ECCV Workshops (1) (2022)
Jamal Hussain Shah, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
Facial expressions classification and false label reduction using LDA and threefold SVM. Pattern Recognit. Lett. 139 (2020)
Steven Lawrence Fernandes, Urcun John Tanik, V. Rajinikanth, K. Arvind Karthik
A reliable framework for accurate brain image examination and treatment planning based on early diagnosis support for clinicians. Neural Comput. Appl. 32 (20) (2020)
Steven Lawrence Fernandes, Sunny Raj, Rickard Ewetz, Jodh Singh Pannu, Sumit Kumar Jha, Eddy Ortiz, Iustina Vintila, Margaret Salter
Detecting Deepfake Videos using Attribution-Based Confidence Metric. CVPR Workshops (2020)
Sunny Raj, Jodh S. Pannu, Steven Lawrence Fernandes, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha
Attacking NIST biometric image software using nonlinear optimization. Pattern Recognit. Lett. 131 (2020)
Roshan Joy Martis, Hong Lin, Bahman Javadi, Steven Lawrence Fernandes, Mussarat Yasmin
Editorial of the special issue DLHI: Deep learning in medical imaging and healthinformatics. Pattern Recognit. Lett. 140 (2020)
Steven Lawrence Fernandes, Varadraj Prabhu Gurupur, Ramesh Sunder Nayak, Arunkumar N., Seifedine Nimer Kadry
A novel nonintrusive decision support approach for heart rate measurement. Pattern Recognit. Lett. 139 (2020)
Steven Lawrence Fernandes, Sumit Kumar Jha
Adversarial Attack on Deepfake Detection Using RL Based Texture Patches. ECCV Workshops (1) (2020)
Muhammad Sharif, Muhammad Attique Khan, Muhammad Faisal, Mussarat Yasmin, Steven Lawrence Fernandes
A framework for offline signature verification system: Best features selection approach. Pattern Recognit. Lett. 139 (2020)
Dwaipayan Chakraborty, Andy Michel, Jodh S. Pannu, Sunny Raj, Suresh Chandra Satapathy, Steven Lawrence Fernandes, Sumit Kumar Jha
Automated Synthesis of Memristor Crossbars Using Deep Neural Networks. FICTA (2) (2020)
Abhishek Samanta, Aheli Saha, Suresh Chandra Satapathy, Steven Lawrence Fernandes, Yu-Dong Zhang
Automated detection of diabetic retinopathy using convolutional neural networks on a small dataset. Pattern Recognit. Lett. 135 (2020)
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 (5) (2020)
Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
A distinctive approach in brain tumor detection and classification using MRI. Pattern Recognit. Lett. 139 (2020)
Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Gunjan Verma, Brian Jalaian, Ananthram Swami
Attribution-driven Causal Analysis for Detection of Adversarial Examples. CoRR (2019)
Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Sumit Kumar Jha
Directed Adversarial Attacks on Fingerprints using Attributions. ICB (2019)
Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Margaret Salter, Gordana Urosevic, Sumit Kumar Jha
Predicting Heart Rate Variations of Deepfake Videos using Neural ODE. ICCV Workshops (2019)
Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Tanzila Saba, Muhammad Almas Anjum, Steven Lawrence Fernandes
A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning. J. Medical Syst. 43 (11) (2019)
Mesut Ozdag, Sunny Raj, Steven Lawrence Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha
On the Susceptibility of Deep Neural Networks to Natural Perturbations. AISafety@IJCAI (2019)
Dwaipayan Chakraborty, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha
Input-Aware Flow-Based Computing on Memristor Crossbars With Applications to Edge Detection. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (3) (2019)
Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Brian Jalaian, Gunjan Verma, Ananthram Swami
Attribution-Based Confidence Metric For Deep Neural Networks. NeurIPS (2019)
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
Automated Detection of Alzheimer's Disease Using Brain MRI Images- A Study with Various Feature Extraction Techniques. J. Medical Syst. 43 (9) (2019)
Steven Lawrence Fernandes, Venkatesan Rajinikanth, Seifedine Nimer Kadry
A Hybrid Framework to Evaluate Breast Abnormality Using Infrared Thermal Images. IEEE Consumer Electron. Mag. 8 (5) (2019)
Rakesh Ranjan, Rajeev Arya, Steven Lawrence Fernandes, Erukonda Sravya, Vinay Jain
A fuzzy neural network approach for automatic K-complex detection in sleep EEG signal. Pattern Recognit. Lett. 115 (2018)
Ghulam Jillani Ansari, Jamal Hussain Shah, Mussarat Yasmin, Muhammad Sharif, Steven Lawrence Fernandes
A novel machine learning approach for scene text extraction. Future Gener. Comput. Syst. 87 (2018)
Roshan Joy Martis, Varadraj Prabhu Gurupur, Hong Lin, Aminul Islam, Steven Lawrence Fernandes
Recent advances in Big Data Analytics, Internet of Things and Machine Learning. Future Gener. Comput. Syst. 88 (2018)
Mudassar Raza, Muhammad Sharif, Mussarat Yasmin, Muhammad Attique Khan, Tanzila Saba, Steven Lawrence Fernandes
Appearance based pedestrians' gender recognition by employing stacked auto encoders in deep learning. Future Gener. Comput. Syst. 88 (2018)
Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
Big data analysis for brain tumor detection: Deep convolutional neural networks. Future Gener. Comput. Syst. 87 (2018)
Steven Lawrence Fernandes, G. Josemin Bala
Matching images captured from unmanned aerial vehicle. Int. J. Syst. Assur. Eng. Manag. 9 (1) (2018)
Roshan Joy Martis, Hong Lin, Varadraj Prabhu Gurupur, Steven Lawrence Fernandes
Editorial: Frontiers in development of intelligent applications for medical imaging processing and computer vision. Comput. Biol. Medicine 89 (2017)
Sumarga Kumar Sah Tyagi, Deepak Kumar Jain, Steven Lawrence Fernandes, Pranab K. Muhuri
Thermal-aware power-efficient deadline based task allocation in multi-core processor. J. Comput. Sci. 19 (2017)
V. Rajinikanth, Suresh Chandra Satapathy, Steven Lawrence Fernandes, S. Nachiappan
Entropy based segmentation of tumor from brain MR images - a study with teaching learning based optimization. Pattern Recognit. Lett. 94 (2017)
Arunkumar N., Kannan Ramkumar, Venkatraman V., Enas W. Abdulhay, Steven Lawrence Fernandes, Seifedine Nimer Kadry, Sophia Segal
Classification of focal and non focal EEG using entropies. Pattern Recognit. Lett. 94 (2017)
Vinay Kumar Jain, Shishir Kumar, Steven Lawrence Fernandes
Extraction of emotions from multilingual text using intelligent text processing and computational linguistics. J. Comput. Sci. 21 (2017)
Shishir Kumar, Neha Jain, Steven Lawrence Fernandes
Rough set based effective technique of image watermarking. J. Comput. Sci. 19 (2017)
Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Hussam Ali, Steven Lawrence Fernandes
A method for the detection and classification of diabetic retinopathy using structural predictors of bright lesions. J. Comput. Sci. 19 (2017)
Steven Lawrence Fernandes, G. Josemin Bala
A comparative study on various state of the art face recognition techniques under varying facial expressions. Int. Arab J. Inf. Technol. 14 (2) (2017)
Bushra Shabbir, Muhammad Sharif, Wasif Nisar, Mussarat Yasmin, Steven Lawrence Fernandes
Automatic Cotton Wool Spots Extraction in Retinal Images Using Texture Segmentation and Gabor Wavelet. J. Integr. Des. Process. Sci. 20 (1) (2016)
Steven Lawrence Fernandes, G. Josemin Bala
Fusion of sparse representation and dictionary matching for identification of humans in uncontrolled environment. Comput. Biol. Medicine 76 (2016)
G. Josemin Bala, Steven Lawrence Fernandes
Developing Novel Skin Detection on ODROID XU4 Heterogeneous Multi-Processing Device. ICTCS (2016)
Muhammad Waseem Khan, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
A New Approach of Cup to Disk Ratio Based Glaucoma Detection Using Fundus Images. J. Integr. Des. Process. Sci. 20 (1) (2016)
Steven Lawrence Fernandes, S. N. Bharath Bhushan, Vinlal Vinod, M. J. Adarsh
A Novel Representation for Classification of User Sentiments. FICTA (2) (2016)
Steven Lawrence Fernandes, Baisakhi Chakraborty, Varadraj Prabhu Gurupur, G. Ananth Prabhu
Early Skin Cancer Detection Using Computer Aided Diagnosis Techniques. J. Integr. Des. Process. Sci. 20 (1) (2016)
Steven Lawrence Fernandes, G. Josemin Bala
ODROID XU4 based implementation of decision level fusion approach for matching computer generated sketches. J. Comput. Sci. 16 (2016)
Steven Lawrence Fernandes, G. Josemin Bala
Self-Similarity Descriptor and Local Descriptor-Based Composite Sketch Matching. SocProS (1) (2015)
Steven Lawrence Fernandes, G. Josemin Bala
Image Quality Assessment-Based Approach to Estimate the Age of Pencil Sketch. SocProS (1) (2015)
Steven Lawrence Fernandes, G. Josemin Bala, P. Nagabhushan, S. K. Mandal
Robust Face Recognition in the Presence of Noises and Blurring Effects by Fusing Appearance Based Techniques and Sparse Representation. ADCONS (2013)