KC Santosh

According to our database, KC Santosh authored at least 187 papers between 2006 and 2024.

Collaborative distances:

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

2024

Shallow Convolutional Neural Network for COVID-19 Outbreak Screening Using Chest X-rays.

Himadri Mukherjee, Subhankar Ghosh, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Kaushik Roy

Cogn. Comput., July, 2024

Leveraging Sampling Schemes on Skewed Class Distribution to Enhance Male Fertility Detection with Ensemble AI Learners.

Debasmita Ghosh Roy, P. A. Alvi, KC Santosh

Int. J. Pattern Recognit. Artif. Intell., February, 2024

Investigation of DNA discontinuity for detecting tuberculosis.

Sonia Farhana Nimmy, Md. Golam Sarowar, Nilanjan Dey, Amira S. Ashour, KC Santosh

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

Cracking the Machine Learning Code: Technicality or Innovation?

KC Santosh, Rodrigue Rizk, Siddhi K. Bajracharya

Studies in 1155, Springer, ISBN: 978-981-97-2719-3, 2024

Advances and Challenges in Meta-Learning: A Technical Review.

Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Joaquin Vanschoren, Thorsteinn S. Rögnvaldsson, KC Santosh

IEEE Trans. Pattern Anal. Mach. Intell., 2024

LIFA: Language identification from audio with LPCC-G features.

Himadri Mukherjee, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy, Umapada Pal

Multim. Tools Appl., 2024

Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks.

Akshay Jain, Shiv Ram Dubey, Satish Kumar Singh, KC Santosh, Bidyut Baran Chaudhuri

CoRR, 2024

Enabling clustering algorithms to detect clusters of varying densities through scale-invariant data preprocessing.

Sunil Aryal, Jonathan R. Wells, Arbind Agrahari Baniya, KC Santosh

CoRR, 2024

Introduction to the special issue on IEEE CBMS 2022 mining healthcare: AI and machine learning for biomedicine.

Rosa Sicilia, Linlin Shen, Alejandro Rodríguez González, KC Santosh, Peter J. F. Lucas

Artif. Intell. Medicine, 2024

2023

AI Tools for Assessing Human Fertility Using Risk Factors: A State-of-the-Art Review.

Debasmita Ghosh Roy, P. A. Alvi, KC Santosh

J. Medical Syst., December, 2023

Cervical cancerous cell classification: opposition-based harmony search for deep feature selection.

Nibaran Das, Bodhisatwa Mandal, KC Santosh, Linlin Shen, Sukanta Chakraborty

Int. J. Mach. Learn. Cybern., November, 2023

Hybrid approach for text categorization: A case study with Bangla news article.

Ankita Dhar, Himadri Mukherjee, Kaushik Roy, KC Santosh, Niladri Sekhar Dash

J. Inf. Sci., June, 2023

Guest Editorial Multimodal Learning in Medical Imaging Informatics.

KC Santosh, Sameer K. Antani

IEEE J. Biomed. Health Informatics, March, 2023

SecureFed: federated learning empowered medical imaging technique to analyze lung abnormalities in chest X-rays.

Aaisha Makkar, KC Santosh

Int. J. Mach. Learn. Cybern., 2023

Analyzing Pulmonary Abnormality with Superpixel Based Graph Neural Network in Chest X-Ray.

Ronaj Pradhan, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2023

Leveraging Handwriting Impairment as a Biomarker for Early Parkinson's Disease Diagnosis.

Anish Mathew Chacko, Rodrigue Rizk, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2023

2022

Hate and Aggression Analysis in NLP with Explainable AI.

Shatakshi Raman, Vedika Gupta, Preeti Nagrath, KC Santosh

Int. J. Pattern Recognit. Artif. Intell., December, 2022

Covid-19 Versus Lung Cancer: Analyzing Chest CT Images Using Deep Ensemble Neural Network.

KC Santosh, Sourodip Ghosh

Int. J. Artif. Intell. Tools, December, 2022

Understanding movie poster: transfer-deep learning approach for graphic-rich text recognition.

Mridul Ghosh, Sayan Saha Roy, Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Kaushik Roy

Vis. Comput., 2022

Weber local descriptor for image analysis and recognition: a survey.

Arnab Banerjee, Nibaran Das, KC Santosh

Vis. Comput., 2022

Explainable AI for Glaucoma Prediction Analysis to Understand Risk Factors in Treatment Planning.

Md Sarwar Kamal, Nilanjan Dey, Linkon Chowdhury, Syed Irtija Hasan, KC Santosh

IEEE Trans. Instrum. Meas., 2022

A systematic review on cough sound analysis for Covid-19 diagnosis and screening: is my cough sound COVID-19?

KC Santosh, Nicholas Rasmussen, Muntasir Mamun, Sunil Aryal

PeerJ Comput. Sci., 2022

Understanding cartoon emotion using integrated deep neural network on large dataset.

Nikita Jain, Vedika Gupta, Shubham Shubham, Agam Madan, Ankit Chaudhary, KC Santosh

Neural Comput. Appl., 2022

Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review.

KC Santosh, Siva Allu, Sivaramakrishnan Rajaraman, Sameer K. Antani

J. Medical Syst., 2022

Deep features to detect pulmonary abnormalities in chest X-rays due to infectious diseaseX: Covid-19, pneumonia, and tuberculosis.

Md. Kawsher Mahbub, Milon Biswas, Loveleen Gaur, Fayadh Alenezi, KC Santosh

Inf. Sci., 2022

Socioeconomic impact due to COVID-19: An empirical assessment.

Vedika Gupta, KC Santosh, Rameshwar Arora, Tiziana Ciano, Khairul Shafee Kalid, Senthilkumar Mohan

Inf. Process. Manag., 2022

Deep Learning for Covid-19 Screening Using Chest X-Rays in 2020: A Systematic Review.

KC Santosh, Supriti Ghosh, Debasmita Ghosh Roy

Int. J. Pattern Recognit. Artif. Intell., 2022

Balance Your Work-Life: Personal Interactive Web-Interface.

Soumi Majumder, Soumalya Chowdhury, Nilanjan Dey, KC Santosh

Int. J. Interact. Multim. Artif. Intell., 2022

Underwater image dehazing using global color features.

Fayadh Alenezi, Ammar Armghan, KC Santosh

Eng. Appl. Artif. Intell., 2022

Advances in online handwritten recognition in the last decades.

Trishita Ghosh, Shibaprasad Sen, Sk Md Obaidullah, KC Santosh, Kaushik Roy, Umapada Pal

Comput. Sci. Rev., 2022

Do-It-Yourself Recommender System: Reusing and Recycling With Blockchain and Deep Learning.

Sachi Pandey, Vikas Chouhan, Devanshi Verma, Shubham Rajrah, Fayadh Alenezi, Rajkumar Saini, KC Santosh

IEEE Access, 2022

Analyzing Chest X-Ray to Detect the Evidence of Lung Abnormality Due to Infectious Disease.

Joshua Henderson, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2022

A Computational Study on Calibrated VGG19 for Multimodal Learning and Representation in Surveillance.

Pranav Singh Chib, Manju Khari, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2022

Alzheimer's Disease Detection Using Ensemble Learning and Artificial Neural Networks.

Ahana Bandyopadhyay, Sourodip Ghosh, Moinak Bose, Arun Singh, Alice Othmani, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2022

2D Respiratory Sound Analysis to Detect Lung Abnormalities.

Rafia Sharmin Alice, Laurent Wendling, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2022

Cough Sound Analysis for the Evidence of Covid-19.

Nicholas Rasmussen, Daniel L. Elliott, Muntasir Mamun, KC Santosh

Proceedings of the Computer Vision and Machine Intelligence, 2022

Ensemble Framework for Unsupervised Cervical Cell Segmentation.

Agnimitra Sen, Shyamali Mitra, Sukanta Chakraborty, Debashri Mondal, KC Santosh, Nibaran Das

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

MobApp4InfectiousDisease: Classify COVID-19, Pneumonia, and Tuberculosis.

Md. Kawsher Mahbub, Md. Zakir Hossain Zamil, Md. Abdul Mozid Miah, Partho Ghose, Milon Biswas, KC Santosh

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021

PHDIndic_11: page-level handwritten document image dataset of 11 official Indic scripts.

Sk Md Obaidullah, Chayan Halder, KC Santosh, Nibaran Das, Kaushik Roy

Dataset, May, 2021

Identifying language from songs.

Himadri Mukherjee, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Multim. Tools Appl., 2021

LWSINet: A deep learning-based approach towards video script identification.

Mridul Ghosh, Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Nibaran Das, Kaushik Roy

Multim. Tools Appl., 2021

usfAD: a robust anomaly detector based on unsupervised stochastic forest.

Sunil Aryal, KC Santosh, Richard Dazeley

Int. J. Mach. Learn. Cybern., 2021

Machine translation using deep learning for universal networking language based on their structure.

Md. Nawab Yousuf Ali, Md. Lizur Rahman, Jyotismita Chaki, Nilanjan Dey, KC Santosh

Int. J. Mach. Learn. Cybern., 2021

Covid-19 Imaging Tools: How Big Data is Big?

KC Santosh, Sourodip Ghosh

J. Medical Syst., 2021

5K⁺ CT Images on Fractured Limbs: A Dataset for Medical Imaging Research.

Darshan D. Ruikar, KC Santosh, Ravindra S. Hegadi, Lakhan Rupnar, Vivek A. Choudhary

J. Medical Syst., 2021

Automatic Lung Health Screening Using Respiratory Sounds.

Himadri Mukherjee, Priyanka Sreerama, Ankita Dhar, Sk Md Obaidullah, Kaushik Roy, Mufti Mahmud, KC Santosh

J. Medical Syst., 2021

Lung Health Analysis: Adventitious Respiratory Sound Classification Using Filterbank Energies.

Himadri Mukherjee, Hanan Salam, KC Santosh

Int. J. Pattern Recognit. Artif. Intell., 2021

Niblack Binarization on Document Images: Area Efficient, Low Cost, and Noise Tolerant Stochastic Architecture.

Shyamali Mitra, KC Santosh, Mrinal Kanti Naskar

Int. J. Pattern Recognit. Artif. Intell., 2021

Deep learning for graphics recognition: document understanding and beyond.

Jean-Christophe Burie, Alicia Fornés, KC Santosh, Muhammad Muzzamil Luqman

Int. J. Document Anal. Recognit., 2021

Geometric Regularized Hopfield Neural Network for Medical Image Enhancement.

Fayadh S. Alenezi, KC Santosh

Int. J. Biomed. Imaging, 2021

Skin Cancer Classification Through Quantized Color Features and Generative Adversarial Network.

Ananjan Maiti, Biswajoy Chatterjee, KC Santosh

Int. J. Ambient Comput. Intell., 2021

Editorial: Current Trends in Image Processing and Pattern Recognition.

KC Santosh

Frontiers Robotics AI, 2021

Colorectal Histology Tumor Detection Using Ensemble Deep Neural Network.

Sourodip Ghosh, Ahana Bandyopadhyay, Shreya Sahay, Richik Ghosh, Ishita Kundu, KC Santosh

Eng. Appl. Artif. Intell., 2021

COVID-19: Psychological and Psychosocial Impact, Fear, and Passion.

Nilanjan Dey, Rishabh Mishra, Simon James Fong, KC Santosh, Stanna Tan, Rubén González Crespo

Digit. Gov. Res. Pract., 2021

A Novel Data Pre-processing Technique: Making Data Mining Robust to Different Units and Scales of Measurement.

Arbind Agrahari Baniya, Sunil Aryal, KC Santosh

CoRR, 2021

Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays.

Himadri Mukherjee, Subhankar Ghosh, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Kaushik Roy

Appl. Intell., 2021

Explainable AI to Analyze Outcomes of Spike Neural Network in Covid-19 Chest X-rays.

Md Sarwar Kamal, Linkon Chowdhury, Nilanjan Dey, Simon James Fong, KC Santosh

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Generic Foreign Object Detection in Chest X-rays.

KC Santosh, Shotabdi Roy, Siva Allu

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

CheXNet for the Evidence of Covid-19 Using 2.3K Positive Chest X-rays.

KC Santosh, Supriti Ghosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

Mammogram Mass Classification: A CNN-Based Technique Applied to Different Age Groups.

Sk Md Obaidullah, Himadri Mukherjee, Ankita Dhar, Teresa Gonçalves, KC Santosh, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

SPAD+: An Improved Probabilistic Anomaly Detector based on One-dimensional Histograms.

Sunil Aryal, Arbind Agrahari Baniya, Imran Razzak, KC Santosh

Proceedings of the International Joint Conference on Neural Networks, 2021

How Intense Are Your Words? Understanding Emotion Intensity from Speech.

Himadri Mukherjee, Hanan Salam, Alice Othmani, KC Santosh

Proceedings of the 21st International Conference on Communication Technology, 2021

Ret-GAN: Retinal Image Enhancement using Generative Adversarial Networks.

KC Santosh, Sourodip Ghosh, Moinak Bose

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Improved Gastrointestinal Screening: Deep Features using Stacked Generalization.

Sourodip Ghosh, KC Santosh

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Tumor Segmentation in Brain MRI: U-Nets versus Feature Pyramid Network.

Sourodip Ghosh, KC Santosh

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

Improved word-level handwritten Indic script identification by integrating small convolutional neural networks.

Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, KC Santosh, Kaushik Roy, Nibaran Das

Neural Comput. Appl., 2020

Recent trends in image processing and pattern recognition.

KC Santosh, Sameer K. Antani

Multim. Tools Appl., 2020

A lazy learning-based language identification from speech using MFCC-2 features.

Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Int. J. Mach. Learn. Cybern., 2020

Gradient boosting in crowd ensembles for Q-learning using weight sharing.

Daniel L. Elliott, KC Santosh, Charles Anderson

Int. J. Mach. Learn. Cybern., 2020

COVID-19 Prediction Models and Unexploited Data.

KC Santosh

J. Medical Syst., 2020

AI-Driven Tools for Coronavirus Outbreak: Need of Active Learning and Cross-Population Train/Test Models on Multitudinal/Multimodal Data.

KC Santosh

J. Medical Syst., 2020

Revisited COVID-19 Mortality and Recovery Rates: Are we Missing Recovery Time Period?

H. R. Bhapkar, Parikshit N. Mahalle, Nilanjan Dey, KC Santosh

J. Medical Syst., 2020

Segregation of Songs and Instrumentals - a Precursor to Voice/Accompaniment Separation from Songs in Noisy Scenario.

Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Teresa Gonçalves, Santanu Phadikar, Kaushik Roy

J. Autom. Mob. Robotics Intell. Syst., 2020

Linear Predictive Coefficients-Based Feature to Identify Top-Seven Spoken Languages.

Himadri Mukherjee, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Int. J. Pattern Recognit. Artif. Intell., 2020

DevNet: An Efficient CNN Architecture for Handwritten Devanagari Character Recognition.

Riya Guha, Nibaran Das, Mahantapas Kundu, Mita Nasipuri, KC Santosh

Int. J. Pattern Recognit. Artif. Intell., 2020

Cardiotocograph-based labor stage classification from uterine contraction pressure during ante-partum and intra-partum period: a fuzzy theoretic approach.

Sahana Das, Sk Md Obaidullah, KC Santosh, Kaushik Roy, Chanchal Kumar Saha

Health Inf. Sci. Syst., 2020

Harmony-Search and Otsu based System for Coronavirus Disease (COVID-19) Detection using Lung CT Scan Images.

V. Rajinikanth, Nilanjan Dey, Alex Noel Joseph Raj, Aboul Ella Hassanien, KC Santosh, Nadaradjane Sri Madhava Raja

CoRR, 2020

Deep Learning for Word-Level Handwritten Indic Script Identification.

Soumya Ukil, Swarnendu Ghosh, Sk Md Obaidullah, KC Santosh, Kaushik Roy, Nibaran Das

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Optimization of Face Retrieval and Real Time Face Recognition Systems Using Heuristic Indexing.

Dattatray D. Sawat, KC Santosh, Ravindra S. Hegadi

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

A Fast and Efficient Convolutional Neural Network for Fruit Recognition and Classification.

Himanshu Naidu, S. Rajkumar, KC Santosh, P. V. S. S. R. Chandra Mouli

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Segregating Bass Grooves from Audio: A Rotation Forest-Based Approach.

Himadri Mukherjee, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

A Deep Learning Based Visible Knife Detection System to Aid in Women Security.

Himadri Mukherjee, Sahana Das, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Script Identification of Movie Titles from Posters.

Mridul Ghosh, Himadri Mukherjee, Sayan Saha Roy, Sk Md Obaidullah, KC Santosh, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Text Categorization: A Lazy Learning-Based Approach.

Ankita Dhar, Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Niladri Sekhar Dash, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Inception-based Deep Learning Architecture for Tuberculosis Screening using Chest X-rays.

Dipayan Das, KC Santosh, Umapada Pal

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Deep Neural Network for Pneumonia Detection Using Chest X-Rays.

Himadri Mukherjee, Bubai Das, Sahana Das, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

Deep Neural Network for Foreign Object Detection in Chest X-Rays.

KC Santosh, Mrinal K. Dhar, Ramina Rajbhandari, Amul Neupane

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

OCTx: Ensembled Deep Learning Model to Detect Retinal Disorders.

Dipam Paul, Alankrita Tewari, Sourodip Ghosh, KC Santosh

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Improved Skin Disease Classification Using Generative Adversarial Network.

Bisakh Mondal, Nibaran Das, KC Santosh, Mita Nasipuri

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Cross-Population Train/Test Deep Learning Model: Abnormality Screening in Chest X-Rays.

Dipayan Das, KC Santosh, Umapada Pal

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Periodic Change Detection in Fetal Heart Rate Using Cardiotocograph.

Sahana Das, Himadri Mukherjee, KC Santosh, Chanchal Kumar Saha, Kaushik Roy

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

Deep learning for spoken language identification: Can we visualize speech signal patterns?

Himadri Mukherjee, Subhankar Ghosh, Shibaprasad Sen, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Neural Comput. Appl., 2019

Kinect sensor-based interaction monitoring system using the BLSTM neural network in healthcare.

Rajkumar Saini, Pradeep Kumar, Barjinder Kaur, Partha Pratim Roy, Debi Prosad Dogra, KC Santosh

Int. J. Mach. Learn. Cybern., 2019

Imperceptible watermark for a game-theoretic watermarking system.

Prasanth Vaidya S., P. V. S. S. R. Chandra Mouli, KC Santosh

Int. J. Mach. Learn. Cybern., 2019

Automatic Indic script identification from handwritten documents: page, block, line and word-level approach.

Sk Md Obaidullah, KC Santosh, Chayan Halder, Nibaran Das, Kaushik Roy

Int. J. Mach. Learn. Cybern., 2019

SegFast-V2: Semantic image segmentation with less parameters in deep learning for autonomous driving.

Swarnendu Ghosh, Anisha Pal, Shourya Jaiswal, KC Santosh, Nibaran Das, Mita Nasipuri

Int. J. Mach. Learn. Cybern., 2019

Automated Fractured Bone Segmentation and Labeling from CT Images.

Darshan D. Ruikar, KC Santosh, Ravindra S. Hegadi

J. Medical Syst., 2019

Feature Learning for Offline Handwritten Signature Verification Using Convolutional Neural Network.

Amruta Bharat Jagtap, Ravindra S. Hegadi, KC Santosh

Int. J. Technol. Hum. Interact., 2019

Preface: Special Section: Advances in Speech, Music and Audio Signal processing (Articles 1-13).

KC Santosh, Surekha Borra, Amit Joshi, Nilanjan Dey

Int. J. Speech Technol., 2019

Improved histogram-based anomaly detector with the extended principal component features.

Sunil Aryal, Arbind Agrahari Baniya, KC Santosh

CoRR, 2019

A novel data pre-processing technique robust to units and scales of measurement.

Arbind Agrahari Baniya, Sunil Aryal, KC Santosh

Aust. J. Intell. Inf. Process. Syst., 2019

Segregating Musical Chords for Automatic Music Transcription: A LSTM-RNN Approach.

Himadri Mukherjee, Ankita Dhar, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Proceedings of the Pattern Recognition and Machine Intelligence, 2019

GSD-Net: Compact Network for Pixel-Level Graphical Symbol Detection.

Swarnendu Ghosh, Prasenjit Shaw, Nibaran Das, KC Santosh

Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

Identifying the Presence of Graphical Texts in Scene Images using CNN.

Mridul Ghosh, Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Nibaran Das, Kaushik Roy

Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

2018

Automated Chest X-Ray Screening: Can Lung Region Symmetry Help Detect Pulmonary Abnormalities?

KC Santosh, Sameer K. Antani

IEEE Trans. Medical Imaging, 2018

PHDIndic_11: page-level handwritten document image dataset of 11 official Indic scripts for script identification.

Sk Md Obaidullah, Chayan Halder, KC Santosh, Nibaran Das, Kaushik Roy

Multim. Tools Appl., 2018

Arrow detection in biomedical images using sequential classifier.

KC Santosh, Partha Pratim Roy

Int. J. Mach. Learn. Cybern., 2018

Agreeing to disagree: active learning with noisy labels without crowdsourcing.

Mohamed-Rafik Bouguelia, Slawomir Nowaczyk, KC Santosh, Antanas Verikas

Int. J. Mach. Learn. Cybern., 2018

Angular relational signature-based chest radiograph image view classification.

KC Santosh, Laurent Wendling

Medical Biol. Eng. Comput., 2018

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs.

Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, KC Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma

J. Medical Syst., 2018

A Systematic Review on Orthopedic Simulators for Psycho-Motor Skill and Surgical Procedure Training.

Darshan D. Ruikar, Ravindra S. Hegadi, KC Santosh

J. Medical Syst., 2018

Extreme learning machine for handwritten Indic script identification in multiscript documents.

Sk Md Obaidullah, Amitava Bose, Himadri Mukherjee, KC Santosh, Nibaran Das, Kaushik Roy

J. Electronic Imaging, 2018

Line spectral frequency-based features and extreme learning machine for voice activity detection from audio signal.

Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Int. J. Speech Technol., 2018

Handwritten Indic Script Identification in Multi-Script Document Images: A Survey.

Sk Md Obaidullah, KC Santosh, Nibaran Das, Chayan Halder, Kaushik Roy

Int. J. Pattern Recognit. Artif. Intell., 2018

Content Independent Writer Identification on Bangla Script: A Document Level Approach.

Chayan Halder, Sk Md Obaidullah, KC Santosh, Kaushik Roy

Int. J. Pattern Recognit. Artif. Intell., 2018

Segregation of Speech, Music and Instrumentals with LSF-RG features.

Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Teresa Gonçalves, Santanu Phadikar, Kaushik Roy

Proceedings of the 12th International Conference on Software, 2018

An Empirical Study: ELM in Face Matching.

Haidong Wang, Md. Fawwad Hussain, Himadri Mukherjee, Sk Md Obaidullah, Ravindra S. Hegadi, Kaushik Roy, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Infrared Image Pedestrian Detection Techniques with Quantitative Analysis.

Rajkumar Soundrapandiyan, KC Santosh, P. V. S. S. R. Chandra Mouli

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Correction to: Recent Trends in Image Processing and Pattern Recognition.

KC Santosh, Ravindra S. Hegadi

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Let Vehicles Talk with Images for Smart Vehicular Communication System.

KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Contrast Stretching-Based Unwanted Artifacts Removal from CT Images.

Darshan D. Ruikar, KC Santosh, Ravindra S. Hegadi

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Temporal Super-Pixel Based Convolutional Neural Network (TS-CNN) for Human Activity Recognition in Unconstrained Videos.

G. G. Lakshmi Priya, Mrinal Jain, KC Santosh, P. V. S. S. R. Chandra Mouli

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Learning Deep Feature Representation for Face Spoofing.

R. Srinivasa Perumal, KC Santosh, P. V. S. S. R. Chandra Mouli

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Lazy Learning Based Segregation of Top-3 South Indian Languages with LSF-A Feature.

Himadri Mukherjee, Moumita Dutta, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

SISU - A Speaker Identification System from Short Utterances.

Himadri Mukherjee, Moumita Dutta, Sk Md Obaidullah, KC Santosh, Santanu Phadikar, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Gray Level Face Recognition Using Spatial Features.

Md. Fawwad Hussain, Haidong Wang, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Artistic Multi-character Script Identification Using Iterative Isotropic Dilation Algorithm.

Mridul Ghosh, Sk Md Obaidullah, KC Santosh, Nibaran Das, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

A Survey on Extreme Learning Machine and Evolution of Its Variants.

Subhasmita Ghosh, Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Nibaran Das, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Text Extraction Using Sparse Representation over Learning Dictionaries.

Thanh-Ha Do, Thi Minh Huyen Nguyen, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Can We Understand Image Semantics from Conventional Neural Networks?

Thanh-Ha Do, Nguyen T. V. Anh, Nguyen T. Dat, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Recurrent Neural Network Based Classification of Fetal Heart Rate Using Cardiotocograph.

Sahana Das, Himadri Mukherjee, Sk Md Obaidullah, KC Santosh, Kaushik Roy, Chanchal Kumar Saha

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Circle-like foreign element detection in chest x-rays using normalized cross-correlation and unsupervised clustering.

Fatema Tuz Zohora, Sameer K. Antani, KC Santosh

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Performance of Classifiers on MFCC-Based Phoneme Recognition for Language Identification.

Himadri Mukherjee, Moumita Dutta, Sk Md Obaidullah, KC Santosh, Teresa Gonçalves, Santanu Phadikar, Kaushik Roy

Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

Handwritten Indic Script Identification - A Multi-level Approach.

Subhasmita Ghosh, Ashif Sheikh, Sk. Golam Sarowar Hossain, Sk Md Obaidullah, KC Santosh, Nibaran Das, Kaushik Roy

Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

Document Image Analysis - Current Trends and Challenges in Graphics Recognition

KC Santosh

Springer, ISBN: 978-981-13-2338-6, 2018

2017

Line Segment-Based Stitched Multipanel Figure Separation for Effective Biomedical CBIR.

KC Santosh, Aafaque Aafaque, Sameer K. Antani, George R. Thoma

Int. J. Pattern Recognit. Artif. Intell., 2017

Separating Indic Scripts with <i>matra</i> for Effective Handwritten Script Identification in Multi-Script Documents.

Sk Md Obaidullah, Chitrita Goswami, KC Santosh, Nibaran Das, Chayan Halder, Kaushik Roy

Int. J. Pattern Recognit. Artif. Intell., 2017

Foreign Circular Element Detection in Chest X-Rays for Effective Automated Pulmonary Abnormality Screening.

Fatema Tuz Zohora, KC Santosh

Int. J. Comput. Vis. Image Process., 2017

Word-Level Multi-Script Indic Document Image Dataset and Baseline Results on Script Identification.

Sk Md Obaidullah, KC Santosh, Chayan Halder, Nibaran Das, Kaushik Roy

Int. J. Comput. Vis. Image Process., 2017

ENWalk: Learning Network Features for Spam Detection in Twitter.

KC Santosh, Suman Kalyan Maity, Arjun Mukherjee

Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

2016

A Simple and Efficient Arrowhead Detection Technique in Biomedical Images.

KC Santosh, Naved Alam, Partha Pratim Roy, Laurent Wendling, Sameer K. Antani, George R. Thoma

Int. J. Pattern Recognit. Artif. Intell., 2016

Overlaid Arrow Detection for Labeling Regions of Interest in Biomedical Images.

KC Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma

IEEE Intell. Syst., 2016

Edge map analysis in chest X-rays for automatic pulmonary abnormality screening.

KC Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma

Int. J. Comput. Assist. Radiol. Surg., 2016

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays.

Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, KC Santosh, Szilárd Vajda, Sameer K. Antani, Les R. Folio, George R. Thoma

Int. J. Comput. Assist. Radiol. Surg., 2016

Circular Foreign Object Detection in Chest X-ray Images.

Fatema Tuz Zohora, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

A Fast k-Nearest Neighbor Classifier Using Unsupervised Clustering.

Szilárd Vajda, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Automated Chest X-ray Image View Classification using Force Histogram.

KC Santosh, Laurent Wendling

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Pattern Recognition Based on Hierarchical Description of Decision Rules Using Choquet Integral.

KC Santosh, Laurent Wendling

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Complex and Composite Graphical Symbol Recognition and Retrieval: A Quick Review.

KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Word-Level Thirteen Official Indic Languages Database for Script Identification in Multi-script Documents.

Sk Md Obaidullah, KC Santosh, Chayan Halder, Nibaran Das, Kaushik Roy

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Automatic Compound Figure Separation in Scientific Articles: A Study of Edge Map and Its Role for Stitched Panel Boundary Detection.

A. Aafaque, KC Santosh

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Arrowhead detection in biomedical images.

KC Santosh, Naved Alam, Partha Pratim Roy, Laurent Wendling, Sameer K. Antani, George R. Thoma

Proceedings of the Document Recognition and Retrieval XXIII, 2016

Separating Indic Scripts with 'matra' - A Precursor to Script Identification in Multi-script Documents.

Sk Md Obaidullah, Chitrita Goswami, KC Santosh, Chayan Halder, Nibaran Das, Kaushik Roy

Proceedings of International Conference on Computer Vision and Image Processing, 2016

2015

Bayesian networks for incomplete data analysis in form processing.

Emilie Philippot, KC Santosh, Abdel Belaïd, Yolande Belaïd

Int. J. Mach. Learn. Cybern., 2015

RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor.

Sema Candemir, Eugene Borovikov, KC Santosh, Sameer K. Antani, George R. Thoma

Image Vis. Comput., 2015

Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control.

KC Santosh, Sema Candemir, Stefan Jäger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Les R. Folio

Int. J. Pattern Recognit. Artif. Intell., 2015

g-DICE: graph mining-based document information content exploitation.

KC Santosh

Int. J. Document Anal. Recognit., 2015

Character recognition based on non-linear multi-projection profiles measure.

KC Santosh, Laurent Wendling

Frontiers Comput. Sci., 2015

NLM at imageCLEF2015: Biomedical Multipanel Figure Separation.

KC Santosh, Zhiyun Xue, Sameer K. Antani, George R. Thoma

Proceedings of the Working Notes of CLEF 2015, 2015

Automatic Pulmonary Abnormality Screening Using Thoracic Edge Map.

KC Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

Stitched Multipanel Biomedical Figure Separation.

KC Santosh, Sameer K. Antani, George R. Thoma

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2014

Bor: Bag-of-Relations for symbol Retrieval.

KC Santosh, Laurent Wendling, Bart Lamiroy

Int. J. Pattern Recognit. Artif. Intell., 2014

Integrating vocabulary clustering with spatial relations for symbol recognition.

KC Santosh, Bart Lamiroy, Laurent Wendling

Int. J. Document Anal. Recognit., 2014

Word-Level Handwritten Script Identification from Multi-script Documents.

Mallikarjun Hangarge, KC Santosh

Proceedings of the Recent Advances in Information Technology, 2014

Scalable Arrow Detection in Biomedical Images.

KC Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Automatic Handwritten Indian Scripts Identification.

Rajmohan Pardeshi, B. B. Chaudhuri, Mallikarjun Hangarge, KC Santosh

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Rotation Detection in Chest Radiographs Based on Generalized Line Histogram of Rib-Orientations.

KC Santosh, Sema Candemir, Stefan Jäger, Les R. Folio, Alexandros Karargyris, Sameer K. Antani, George R. Thoma

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013

Dtw-Radon-Based Shape Descriptor for Pattern Recognition.

KC Santosh, Bart Lamiroy, Laurent Wendling

Int. J. Pattern Recognit. Artif. Intell., 2013

Stroke-Based Cursive Character Recognition

KC Santosh, E. Iwata

CoRR, 2013

Statistical Texture Features based Handwritten and Printed Text Classification in South Indian Documents

Mallikarjun Hangarge, KC Santosh, Srikanth Doddamani, Rajmohan Pardeshi

CoRR, 2013

Client-Driven Content Extraction Associated with Table.

KC Santosh, Abdel Belaïd

Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Handwritten and Printed Text Separation in Real Document.

Abdel Belaïd, KC Santosh, Vincent Poulain D'Andecy

Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Relation Bag-of-Features for Symbol Retrieval.

KC Santosh, Laurent Wendling, Bart Lamiroy

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Document Information Extraction and Its Evaluation Based on Client's Relevance.

KC Santosh, Abdel Belaïd

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Directional Discrete Cosine Transform for Handwritten Script Identification.

Mallikarjun Hangarge, KC Santosh, Rajmohan Pardeshi

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Pattern-Based Approach to Table Extraction.

KC Santosh, Abdel Belaïd

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012

Symbol recognition using spatial relations.

KC Santosh, Bart Lamiroy, Laurent Wendling

Pattern Recognit. Lett., 2012

Relative Positioning of Stroke-Based Clustering: a New Approach to Online Handwritten Devanagari Character Recognition.

KC Santosh, Cholwich Nattee, Bart Lamiroy

Int. J. Image Graph., 2012

2011

Reconnaissance graphique en utilisant les relations spatiales et analyse de la forme. (Graphics Recognition using Spatial Relations and Shape Analysis)

KC Santosh

PhD thesis, 2011

Character Recognition Based on DTW-Radon.

KC Santosh

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Spatio-structural Symbol Description with Statistical Feature Add-On.

KC Santosh, Bart Lamiroy, Laurent Wendling

Proceedings of the Graphics Recognition. New Trends and Challenges, 2011

DTW for Matching Radon Features: A Pattern Recognition and Retrieval Method.

KC Santosh, Bart Lamiroy, Laurent Wendling

Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010

Using Spatial Relations for Graphical Symbol Description.

KC Santosh, Laurent Wendling, Bart Lamiroy

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Spatial Similarity Based Stroke Number and Order Free Clustering.

KC Santosh, Cholwich Nattee, Bart Lamiroy

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009

Inductive Logic Programming for Symbol Recognition.

KC Santosh, Bart Lamiroy, Jean-Philippe Ropers

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Unified Pairwise Spatial Relations: An Application to Graphical Symbol Retrieval.

KC Santosh, Laurent Wendling, Bart Lamiroy

Proceedings of the Graphics Recognition. Achievements, 2009

2006

Stroke Number and Order Free Handwriting Recognition for Nepali.

KC Santosh, Cholwich Nattee

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006