K. C. Santosh

ORCID

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 134

Top Venues

RTIP2R (1)

Int. J. Pattern Recognit. Artif. Intell.

CBMS

Int. J. Mach. Learn. Cybern.

University of Lorraine, France (PHD)

Education History

University of Lorraine, France

PHD

Publications

Vedika Gupta, K. C. Santosh, Rameshwar Arora, Tiziana Ciano, Khairul Shafee Kalid, Senthilkumar Mohan
Socioeconomic impact due to COVID-19: An empirical assessment. Inf. Process. Manag. 59 (2) (2022)
K. C. Santosh, Supriti Ghosh, Debasmita Ghosh Roy
Deep Learning for Covid-19 Screening Using Chest X-Rays in 2020: A Systematic Review. Int. J. Pattern Recognit. Artif. Intell. 36 (5) (2022)
Agnimitra Sen, Shyamali Mitra, Sukanta Chakraborty, Debashri Mondal, K. C. Santosh, Nibaran Das
Ensemble Framework for Unsupervised Cervical Cell Segmentation. CBMS (2022)
Nikita Jain, Vedika Gupta, Shubham Shubham, Agam Madan, Ankit Chaudhary, K. C. Santosh
Understanding cartoon emotion using integrated deep neural network on large dataset. Neural Comput. Appl. 34 (24) (2022)
Md Sarwar Kamal, Nilanjan Dey, Linkon Chowdhury, Syed Irtija Hasan, K. C. Santosh
Explainable AI for Glaucoma Prediction Analysis to Understand Risk Factors in Treatment Planning. IEEE Trans. Instrum. Meas. 71 (2022)
Mridul Ghosh, Sayan Saha Roy, Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Kaushik Roy
Understanding movie poster: transfer-deep learning approach for graphic-rich text recognition. Vis. Comput. 38 (5) (2022)
Md. Kawsher Mahbub, Milon Biswas, Loveleen Gaur, Fayadh Alenezi, K. C. Santosh
Deep features to detect pulmonary abnormalities in chest X-rays due to infectious diseaseX: Covid-19, pneumonia, and tuberculosis. Inf. Sci. 592 (2022)
Md. Kawsher Mahbub, Md. Zakir Hossain Zamil, Md. Abdul Mozid Miah, Partho Ghose, Milon Biswas, K. C. Santosh
MobApp4InfectiousDisease: Classify COVID-19, Pneumonia, and Tuberculosis. CBMS (2022)
K. C. Santosh, Nicholas Rasmussen, Muntasir Mamun, Sunil Aryal
A systematic review on cough sound analysis for Covid-19 diagnosis and screening: is my cough sound COVID-19? PeerJ Comput. Sci. 8 (2022)
K. C. Santosh, Siva Allu, Sivaramakrishnan Rajaraman, Sameer K. Antani
Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review. J. Medical Syst. 46 (11) (2022)
Sachi Pandey, Vikas Chouhan, Devanshi Verma, Shubham Rajrah, Fayadh Alenezi, Rajkumar Saini, K. C. Santosh
Do-It-Yourself Recommender System: Reusing and Recycling With Blockchain and Deep Learning. IEEE Access 10 (2022)
Arnab Banerjee, Nibaran Das, K. C. Santosh
Weber local descriptor for image analysis and recognition: a survey. Vis. Comput. 38 (1) (2022)
Himadri Mukherjee, Hanan Salam, K. C. Santosh
Lung Health Analysis: Adventitious Respiratory Sound Classification Using Filterbank Energies. Int. J. Pattern Recognit. Artif. Intell. 35 (14) (2021)
Md. Nawab Yousuf Ali, Md. Lizur Rahman, Jyotismita Chaki, Nilanjan Dey, K. C. Santosh
Machine translation using deep learning for universal networking language based on their structure. Int. J. Mach. Learn. Cybern. 12 (8) (2021)
Sunil Aryal, Arbind Agrahari Baniya, Imran Razzak, K. C. Santosh
SPAD+: An Improved Probabilistic Anomaly Detector based on One-dimensional Histograms. IJCNN (2021)
Ananjan Maiti, Biswajoy Chatterjee, K. C. Santosh
Skin Cancer Classification Through Quantized Color Features and Generative Adversarial Network. Int. J. Ambient Comput. Intell. 12 (3) (2021)
Mridul Ghosh, Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Nibaran Das, Kaushik Roy
LWSINet: A deep learning-based approach towards video script identification. Multim. Tools Appl. 80 (19) (2021)
Himadri Mukherjee, Priyanka Sreerama, Ankita Dhar, Sk Md Obaidullah, Kaushik Roy, Mufti Mahmud, K. C. Santosh
Automatic Lung Health Screening Using Respiratory Sounds. J. Medical Syst. 45 (2) (2021)
Sourodip Ghosh, K. C. Santosh
Improved Gastrointestinal Screening: Deep Features using Stacked Generalization. CBMS (2021)
Sk Md Obaidullah, Himadri Mukherjee, Ankita Dhar, Teresa Gonçalves, K. C. Santosh, Kaushik Roy
Mammogram Mass Classification: A CNN-Based Technique Applied to Different Age Groups. RTIP2R (2021)
Sunil Aryal, K. C. Santosh, Richard Dazeley
usfAD: a robust anomaly detector based on unsupervised stochastic forest. Int. J. Mach. Learn. Cybern. 12 (4) (2021)
Himadri Mukherjee, Hanan Salam, Alice Othmani, K. C. Santosh
How Intense Are Your Words? Understanding Emotion Intensity from Speech. ICCT (2021)
Nilanjan Dey, Rishabh Mishra, Simon James Fong, K. C. Santosh, Stanna Tan, Rubén González Crespo
COVID-19: Psychological and Psychosocial Impact, Fear, and Passion. Digit. Gov. Res. Pract. 2 (1) (2021)
Sourodip Ghosh, K. C. Santosh
Tumor Segmentation in Brain MRI: U-Nets versus Feature Pyramid Network. CBMS (2021)
K. C. Santosh, Shotabdi Roy, Siva Allu
Generic Foreign Object Detection in Chest X-rays. RTIP2R (2021)
Himadri Mukherjee, Subhankar Ghosh, Ankita Dhar, Sk Md Obaidullah, K. C. Santosh, Kaushik Roy
Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays. Appl. Intell. 51 (5) (2021)
Sourodip Ghosh, Ahana Bandyopadhyay, Shreya Sahay, Richik Ghosh, Ishita Kundu, K. C. Santosh
Colorectal Histology Tumor Detection Using Ensemble Deep Neural Network. Eng. Appl. Artif. Intell. 100 (2021)
Fayadh S. Alenezi, K. C. Santosh
Geometric Regularized Hopfield Neural Network for Medical Image Enhancement. Int. J. Biomed. Imaging 2021 (2021)
Shyamali Mitra, K. C. Santosh, Mrinal Kanti Naskar
Niblack Binarization on Document Images: Area Efficient, Low Cost, and Noise Tolerant Stochastic Architecture. Int. J. Pattern Recognit. Artif. Intell. 35 (4) (2021)
K. C. Santosh
Editorial: Current Trends in Image Processing and Pattern Recognition. Frontiers Robotics AI 8 (2021)
K. C. Santosh, Supriti Ghosh
CheXNet for the Evidence of Covid-19 Using 2.3K Positive Chest X-rays. RTIP2R (2021)
Jean-Christophe Burie, Alicia Fornés, K. C. Santosh, Muhammad Muzzamil Luqman
Deep learning for graphics recognition: document understanding and beyond. Int. J. Document Anal. Recognit. 24 (1) (2021)
Arbind Agrahari Baniya, Sunil Aryal, K. C. Santosh
A Novel Data Pre-processing Technique: Making Data Mining Robust to Different Units and Scales of Measurement. CoRR (2021)
K. C. Santosh, Sourodip Ghosh, Moinak Bose
Ret-GAN: Retinal Image Enhancement using Generative Adversarial Networks. CBMS (2021)
K. C. Santosh, Sourodip Ghosh
Covid-19 Imaging Tools: How Big Data is Big? J. Medical Syst. 45 (7) (2021)
Himadri Mukherjee, Ankita Dhar, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
Identifying language from songs. Multim. Tools Appl. 80 (28-29) (2021)
Darshan D. Ruikar, K. C. Santosh, Ravindra S. Hegadi, Lakhan Rupnar, Vivek A. Choudhary
CT Images on Fractured Limbs: A Dataset for Medical Imaging Research. J. Medical Syst. 45 (4) (2021)
Dipayan Das, K. C. Santosh, Umapada Pal
Cross-Population Train/Test Deep Learning Model: Abnormality Screening in Chest X-Rays. CBMS (2020)
V. Rajinikanth, Nilanjan Dey, Alex Noel Joseph Raj, Aboul Ella Hassanien, K. C. Santosh, Nadaradjane Sri Madhava Raja
Harmony-Search and Otsu based System for Coronavirus Disease (COVID-19) Detection using Lung CT Scan Images. CoRR (2020)
Himadri Mukherjee, Ankita Dhar, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
Linear Predictive Coefficients-Based Feature to Identify Top-Seven Spoken Languages. Int. J. Pattern Recognit. Artif. Intell. 34 (6) (2020)
Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Teresa Gonçalves, Santanu Phadikar, Kaushik Roy
Segregation of Songs and Instrumentals - a Precursor to Voice/Accompaniment Separation from Songs in Noisy Scenario. J. Autom. Mob. Robotics Intell. Syst. 14 (2) (2020)
K. C. Santosh, Mrinal K. Dhar, Ramina Rajbhandari, Amul Neupane
Deep Neural Network for Foreign Object Detection in Chest X-Rays. CBMS (2020)
Sahana Das, Himadri Mukherjee, K. C. Santosh, Chanchal Kumar Saha, Kaushik Roy
Periodic Change Detection in Fetal Heart Rate Using Cardiotocograph. CBMS (2020)
H. R. Bhapkar, Parikshit N. Mahalle, Nilanjan Dey, K. C. Santosh
Revisited COVID-19 Mortality and Recovery Rates: Are we Missing Recovery Time Period? J. Medical Syst. 44 (12) (2020)
Himanshu Naidu, S. Rajkumar, K. C. Santosh, P. V. S. S. R. Chandra Mouli
A Fast and Efficient Convolutional Neural Network for Fruit Recognition and Classification. RTIP2R (1) (2020)
Ankita Dhar, Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Niladri Sekhar Dash, Kaushik Roy
Text Categorization: A Lazy Learning-Based Approach. RTIP2R (1) (2020)
Daniel L. Elliott, K. C. Santosh, Charles W. Anderson
Gradient boosting in crowd ensembles for Q-learning using weight sharing. Int. J. Mach. Learn. Cybern. 11 (10) (2020)
Riya Guha, Nibaran Das, Mahantapas Kundu, Mita Nasipuri, K. C. Santosh
DevNet: An Efficient CNN Architecture for Handwritten Devanagari Character Recognition. Int. J. Pattern Recognit. Artif. Intell. 34 (12) (2020)
Bisakh Mondal, Nibaran Das, K. C. Santosh, Mita Nasipuri
Improved Skin Disease Classification Using Generative Adversarial Network. CBMS (2020)
Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, K. C. Santosh, Kaushik Roy, Nibaran Das
Deep Learning for Word-Level Handwritten Indic Script Identification. RTIP2R (1) (2020)
Dipam Paul, Alankrita Tewari, Sourodip Ghosh, K. C. Santosh
OCTx: Ensembled Deep Learning Model to Detect Retinal Disorders. CBMS (2020)
Dipayan Das, K. C. Santosh, Umapada Pal
Inception-based Deep Learning Architecture for Tuberculosis Screening using Chest X-rays. ICPR (2020)
K. C. Santosh
COVID-19 Prediction Models and Unexploited Data. J. Medical Syst. 44 (9) (2020)
K. C. Santosh, Sameer K. Antani
Recent trends in image processing and pattern recognition. Multim. Tools Appl. 79 (47) (2020)
K. C. Santosh
AI-Driven Tools for Coronavirus Outbreak: Need of Active Learning and Cross-Population Train/Test Models on Multitudinal/Multimodal Data. J. Medical Syst. 44 (5) (2020)
Himadri Mukherjee, Ankita Dhar, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
Segregating Bass Grooves from Audio: A Rotation Forest-Based Approach. RTIP2R (2) (2020)
Himadri Mukherjee, Bubai Das, Sahana Das, Ankita Dhar, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
Deep Neural Network for Pneumonia Detection Using Chest X-Rays. CVIP (1) (2020)
Dattatray D. Sawat, K. C. Santosh, Ravindra S. Hegadi
Optimization of Face Retrieval and Real Time Face Recognition Systems Using Heuristic Indexing. RTIP2R (1) (2020)
Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, K. C. Santosh, Kaushik Roy, Nibaran Das
Improved word-level handwritten Indic script identification by integrating small convolutional neural networks. Neural Comput. Appl. 32 (7) (2020)
Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
A lazy learning-based language identification from speech using MFCC-2 features. Int. J. Mach. Learn. Cybern. 11 (1) (2020)
Sahana Das, Sk Md Obaidullah, K. C. Santosh, Kaushik Roy, Chanchal Kumar Saha
Cardiotocograph-based labor stage classification from uterine contraction pressure during ante-partum and intra-partum period: a fuzzy theoretic approach. Health Inf. Sci. Syst. 8 (1) (2020)
Himadri Mukherjee, Sahana Das, Ankita Dhar, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
A Deep Learning Based Visible Knife Detection System to Aid in Women Security. RTIP2R (2) (2020)
Mridul Ghosh, Himadri Mukherjee, Sayan Saha Roy, Sk Md Obaidullah, K. C. Santosh, Kaushik Roy
Script Identification of Movie Titles from Posters. RTIP2R (1) (2020)
Prasanth Vaidya S., P. V. S. S. R. Chandra Mouli, K. C. Santosh
Imperceptible watermark for a game-theoretic watermarking system. Int. J. Mach. Learn. Cybern. 10 (6) (2019)
Darshan D. Ruikar, K. C. Santosh, Ravindra S. Hegadi
Automated Fractured Bone Segmentation and Labeling from CT Images. J. Medical Syst. 43 (3) (2019)
Himadri Mukherjee, Subhankar Ghosh, Shibaprasad Sen, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
Deep learning for spoken language identification: Can we visualize speech signal patterns? Neural Comput. Appl. 31 (12) (2019)
Swarnendu Ghosh, Prasenjit Shaw, Nibaran Das, K. C. Santosh
GSD-Net: Compact Network for Pixel-Level Graphical Symbol Detection. GREC@ICDAR (2019)
K. C. Santosh, Surekha Borra, Amit Joshi, Nilanjan Dey
Preface: Special Section: Advances in Speech, Music and Audio Signal processing (Articles 1-13). Int. J. Speech Technol. 22 (2) (2019)
Mridul Ghosh, Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Nibaran Das, Kaushik Roy
Identifying the Presence of Graphical Texts in Scene Images using CNN. GREC@ICDAR (2019)
Sk Md Obaidullah, K. C. Santosh, Chayan Halder, Nibaran Das, Kaushik Roy
Automatic Indic script identification from handwritten documents: page, block, line and word-level approach. Int. J. Mach. Learn. Cybern. 10 (1) (2019)
Himadri Mukherjee, Ankita Dhar, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
Segregating Musical Chords for Automatic Music Transcription: A LSTM-RNN Approach. PReMI (2) (2019)
Rajkumar Saini, Pradeep Kumar, Barjinder Kaur, Partha Pratim Roy, Debi Prosad Dogra, K. C. Santosh
Kinect sensor-based interaction monitoring system using the BLSTM neural network in healthcare. Int. J. Mach. Learn. Cybern. 10 (9) (2019)
Sunil Aryal, Arbind Agrahari Baniya, K. C. Santosh
Improved histogram-based anomaly detector with the extended principal component features. CoRR (2019)
Swarnendu Ghosh, Anisha Pal, Shourya Jaiswal, K. C. Santosh, Nibaran Das, Mita Nasipuri
SegFast-V2: Semantic image segmentation with less parameters in deep learning for autonomous driving. Int. J. Mach. Learn. Cybern. 10 (11) (2019)
Amruta Bharat Jagtap, Ravindra S. Hegadi, K. C. Santosh
Feature Learning for Offline Handwritten Signature Verification Using Convolutional Neural Network. Int. J. Technol. Hum. Interact. 15 (4) (2019)
Arbind Agrahari Baniya, Sunil Aryal, K. C. Santosh
A novel data pre-processing technique robust to units and scales of measurement. Aust. J. Intell. Inf. Process. Syst. 16 (3) (2019)
Sk Md Obaidullah, Amitava Bose, Himadri Mukherjee, K. C. Santosh, Nibaran Das, Kaushik Roy
Extreme learning machine for handwritten Indic script identification in multiscript documents. J. Electronic Imaging 27 (05) (2018)
Himadri Mukherjee, Moumita Dutta, Sk Md Obaidullah, K. C. Santosh, Teresa Gonçalves, Santanu Phadikar, Kaushik Roy
Performance of Classifiers on MFCC-Based Phoneme Recognition for Language Identification. CICBA (1) (2018)
Thanh-Ha Do, Thi Minh Huyen Nguyen, K. C. Santosh
Text Extraction Using Sparse Representation over Learning Dictionaries. RTIP2R (3) (2018)
Sk Md Obaidullah, K. C. Santosh, Nibaran Das, Chayan Halder, Kaushik Roy
Handwritten Indic Script Identification in Multi-Script Document Images: A Survey. Int. J. Pattern Recognit. Artif. Intell. 32 (10) (2018)
R. Srinivasa Perumal, K. C. Santosh, P. V. S. S. R. Chandra Mouli
Learning Deep Feature Representation for Face Spoofing. RTIP2R (1) (2018)
Thanh-Ha Do, Nguyen T. V. Anh, Nguyen T. Dat, K. C. Santosh
Can We Understand Image Semantics from Conventional Neural Networks? RTIP2R (1) (2018)
Subhasmita Ghosh, Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Nibaran Das, Kaushik Roy
A Survey on Extreme Learning Machine and Evolution of Its Variants. RTIP2R (1) (2018)
Darshan D. Ruikar, Ravindra S. Hegadi, K. C. Santosh
A Systematic Review on Orthopedic Simulators for Psycho-Motor Skill and Surgical Procedure Training. J. Medical Syst. 42 (9) (2018)
Himadri Mukherjee, Moumita Dutta, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
SISU - A Speaker Identification System from Short Utterances. RTIP2R (1) (2018)
Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Teresa Gonçalves, Santanu Phadikar, Kaushik Roy
Segregation of Speech, Music and Instrumentals with LSF-RG features. SKIMA (2018)
Darshan D. Ruikar, K. C. Santosh, Ravindra S. Hegadi
Contrast Stretching-Based Unwanted Artifacts Removal from CT Images. RTIP2R (2) (2018)
Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, K. C. Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma
Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. J. Medical Syst. 42 (8) (2018)
Fatema Tuz Zohora, Sameer K. Antani, K. C. Santosh
Circle-like foreign element detection in chest x-rays using normalized cross-correlation and unsupervised clustering. Medical Imaging: Image Processing (2018)
Sk Md Obaidullah, Chayan Halder, K. C. Santosh, Nibaran Das, Kaushik Roy
PHDIndic_11: page-level handwritten document image dataset of 11 official Indic scripts for script identification. Multim. Tools Appl. 77 (2) (2018)
Himadri Mukherjee, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
Line spectral frequency-based features and extreme learning machine for voice activity detection from audio signal. Int. J. Speech Technol. 21 (4) (2018)
Haidong Wang, Md. Fawwad Hussain, Himadri Mukherjee, Sk Md Obaidullah, Ravindra S. Hegadi, Kaushik Roy, K. C. Santosh
An Empirical Study: ELM in Face Matching. RTIP2R (1) (2018)
Mridul Ghosh, Sk Md Obaidullah, K. C. Santosh, Nibaran Das, Kaushik Roy
Artistic Multi-character Script Identification Using Iterative Isotropic Dilation Algorithm. RTIP2R (3) (2018)
Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, K. C. Santosh, Kaushik Roy, Nibaran Das
Deep learning for word-level handwritten Indic script identification. CoRR (2018)
K. C. Santosh
Let Vehicles Talk with Images for Smart Vehicular Communication System. RTIP2R (1) (2018)
K. C. Santosh, Laurent Wendling
Angular relational signature-based chest radiograph image view classification. Medical Biol. Eng. Comput. 56 (8) (2018)
Mohamed-Rafik Bouguelia, Slawomir Nowaczyk, K. C. Santosh, Antanas Verikas
Agreeing to disagree: active learning with noisy labels without crowdsourcing. Int. J. Mach. Learn. Cybern. 9 (8) (2018)
Rajkumar Soundrapandiyan, K. C. Santosh, P. V. S. S. R. Chandra Mouli
Infrared Image Pedestrian Detection Techniques with Quantitative Analysis. RTIP2R (3) (2018)
Subhasmita Ghosh, Ashif Sheikh, Sk. Golam Sarowar Hossain, Sk Md Obaidullah, K. C. Santosh, Nibaran Das, Kaushik Roy
Handwritten Indic Script Identification - A Multi-level Approach. CICBA (2) (2018)
Himadri Mukherjee, Moumita Dutta, Sk Md Obaidullah, K. C. Santosh, Santanu Phadikar, Kaushik Roy
Lazy Learning Based Segregation of Top-3 South Indian Languages with LSF-A Feature. RTIP2R (1) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

K. C. Santosh