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ORCIDSteven Lawrence Fernandes
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2020 – today
- 2024
[j37]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): 961-972 (2024)- 2023
- [j36]Kristen Holmes, Poonam Sharma, Steven Lawrence Fernandes:
Facial skin disease prediction using StarGAN v2 and transfer learning. Intell. Decis. Technol. 17(1): 55-66 (2023) - 2022
- [j35]Steven Lawrence Fernandes, Yu-Dong Zhang, João Manuel R. S. Tavares:
Special Issue: Recent advances in quantum computing and quantum neural networks. Concurr. Comput. Pract. Exp. 34(20) (2022) - [j34]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) - [c13]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: 501-516 - 2021
- [j33]Shui-Hua Wang, Kaihong Wu, Tianshu Chu, Steven Lawrence Fernandes, Qinghua Zhou, Yu-Dong Zhang, Jian Sun:
SOSPCNN: Structurally Optimized Stochastic Pooling Convolutional Neural Network for Tetralogy of Fallot Recognition. Wirel. Commun. Mob. Comput. 2021: 5792975:1-5792975:17 (2021) - 2020
- [j32]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): 15897-15908 (2020) - [j31]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: 79-84 (2020) - [j30]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: 293-298 (2020) - [j29]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: 50-59 (2020) - [j28]Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes:
A distinctive approach in brain tumor detection and classification using MRI. Pattern Recognit. Lett. 139: 118-127 (2020) - [j27]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: 148-156 (2020) - [j26]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: 166-173 (2020) - [j25]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: 116-118 (2020) - [j24]Jodh S. Pannu, Sunny Raj, Steven Lawrence Fernandes, Dwaipayan Chakraborty, Sarah Rafiq, Nathaniel C. Cady, Sumit Kumar Jha:
Design and Fabrication of Flow-Based Edge Detection Memristor Crossbar Circuits1. IEEE Trans. Circuits Syst. II Express Briefs 67-II(5): 961-965 (2020) - [c12]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: 1250-1259 - [c11]Steven Lawrence Fernandes, Sumit Kumar Jha:
Adversarial Attack on Deepfake Detection Using RL Based Texture Patches. ECCV Workshops (1) 2020: 220-235 - [c10]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: 345-357
2010 – 2019
- 2019
- [j23]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): 31-36 (2019) - [j22]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): 580-591 (2019) - [j21]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): 302:1-302:14 (2019) - [j20]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): 326:1-326:16 (2019) - [c9]Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Sumit Kumar Jha:
Directed Adversarial Attacks on Fingerprints using Attributions. ICB 2019: 1-8 - [c8]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: 1721-1729 - [c7]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 - [c6]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: 11826-11837 - [p1]Muhammad Sharif, Mudassar Raza, Jamal Hussain Shah, Mussarat Yasmin, Steven Lawrence Fernandes:
An Overview of Biometrics Methods. Handbook of Multimedia Information Security 2019: 15-35 - [i1]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 abs/1903.05821 (2019) - 2018
- [j19]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: 290-297 (2018) - [j18]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: 328-340 (2018) - [j17]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: 28-39 (2018) - [j16]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: 696-698 (2018) - [j15]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: 74-83 (2018) - [j14]Steven Lawrence Fernandes, G. Josemin Bala:
Matching images captured from unmanned aerial vehicle. Int. J. Syst. Assur. Eng. Manag. 9(1): 26-32 (2018) - 2017
- [j13]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: 549-550 (2017) - [j12]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): 254-259 (2017) - [j11]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: 112-120 (2017) - [j10]Shishir Kumar, Neha Jain, Steven Lawrence Fernandes:
Rough set based effective technique of image watermarking. J. Comput. Sci. 19: 121-137 (2017) - [j9]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: 153-164 (2017) - [j8]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: 316-326 (2017) - [j7]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: 87-95 (2017) - [j6]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: 112-117 (2017) - 2016
- [j5]Steven Lawrence Fernandes, G. Josemin Bala:
Fusion of sparse representation and dictionary matching for identification of humans in uncontrolled environment. Comput. Biol. Medicine 76: 215-237 (2016) - [j4]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): 33-43 (2016) - [j3]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): 65-76 (2016) - [j2]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): 77-94 (2016) - [j1]Steven Lawrence Fernandes, G. Josemin Bala:
ODROID XU4 based implementation of decision level fusion approach for matching computer generated sketches. J. Comput. Sci. 16: 217-224 (2016) - [c5]Steven Lawrence Fernandes, S. N. Bharath Bhushan, Vinlal Vinod, M. J. Adarsh:
A Novel Representation for Classification of User Sentiments. FICTA (2) 2016: 379-386 - [c4]G. Josemin Bala, Steven Lawrence Fernandes:
Developing Novel Skin Detection on ODROID XU4 Heterogeneous Multi-Processing Device. ICTCS 2016: 86:1-86:4 - 2015
- [c3]Steven Lawrence Fernandes, G. Josemin Bala:
Image Quality Assessment-Based Approach to Estimate the Age of Pencil Sketch. SocProS (1) 2015: 633-642 - [c2]Steven Lawrence Fernandes, G. Josemin Bala:
Self-Similarity Descriptor and Local Descriptor-Based Composite Sketch Matching. SocProS (1) 2015: 643-649 - 2013
- [c1]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: 84-89
Coauthor Index
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