K. C. Santosh

According to our database1, K. C. Santosh authored at least 118 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2021
usfAD: a robust anomaly detector based on unsupervised stochastic forest.
Int. J. Mach. Learn. Cybern., 2021

5K<sup>+</sup> CT Images on Fractured Limbs: A Dataset for Medical Imaging Research.
J. Medical Syst., 2021

Automatic Lung Health Screening Using Respiratory Sounds.
J. Medical Syst., 2021

Colorectal Histology Tumor Detection Using Ensemble Deep Neural Network.
Eng. Appl. Artif. Intell., 2021

COVID-19: Psychological and Psychosocial Impact, Fear, and Passion.
Digit. Gov. Res. Pract., 2021

2020
Improved word-level handwritten Indic script identification by integrating small convolutional neural networks.
Neural Comput. Appl., 2020

Recent trends in image processing and pattern recognition.
Multim. Tools Appl., 2020

A lazy learning-based language identification from speech using MFCC-2 features.
Int. J. Mach. Learn. Cybern., 2020

Gradient boosting in crowd ensembles for Q-learning using weight sharing.
Int. J. Mach. Learn. Cybern., 2020

COVID-19 Prediction Models and Unexploited Data.
J. Medical Syst., 2020

AI-Driven Tools for Coronavirus Outbreak: Need of Active Learning and Cross-Population Train/Test Models on Multitudinal/Multimodal Data.
J. Medical Syst., 2020

Revisited COVID-19 Mortality and Recovery Rates: Are we Missing Recovery Time Period?
J. Medical Syst., 2020

Linear Predictive Coefficients-Based Feature to Identify Top-Seven Spoken Languages.
Int. J. Pattern Recognit. Artif. Intell., 2020

DevNet: An Efficient CNN Architecture for Handwritten Devanagari Character Recognition.
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.
Health Inf. Sci. Syst., 2020

Harmony-Search and Otsu based System for Coronavirus Disease (COVID-19) Detection using Lung CT Scan Images.
CoRR, 2020

Deep Neural Network for Foreign Object Detection in Chest X-Rays.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

OCTx: Ensembled Deep Learning Model to Detect Retinal Disorders.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Improved Skin Disease Classification Using Generative Adversarial Network.
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.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Periodic Change Detection in Fetal Heart Rate Using Cardiotocograph.
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?
Neural Comput. Appl., 2019

Kinect sensor-based interaction monitoring system using the BLSTM neural network in healthcare.
Int. J. Mach. Learn. Cybern., 2019

Imperceptible watermark for a game-theoretic watermarking system.
Int. J. Mach. Learn. Cybern., 2019

Automatic Indic script identification from handwritten documents: page, block, line and word-level approach.
Int. J. Mach. Learn. Cybern., 2019

SegFast-V2: Semantic image segmentation with less parameters in deep learning for autonomous driving.
Int. J. Mach. Learn. Cybern., 2019

Automated Fractured Bone Segmentation and Labeling from CT Images.
J. Medical Syst., 2019

Feature Learning for Offline Handwritten Signature Verification Using Convolutional Neural Network.
Int. J. Technol. Hum. Interact., 2019

Preface: Special Section: Advances in Speech, Music and Audio Signal processing (Articles 1-13).
Int. J. Speech Technol., 2019

Improved histogram-based anomaly detector with the extended principal component features.
CoRR, 2019

A novel data pre-processing technique robust to units and scales of measurement.
Aust. J. Intell. Inf. Process. Syst., 2019

Segregating Musical Chords for Automatic Music Transcription: A LSTM-RNN Approach.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

GSD-Net: Compact Network for Pixel-Level Graphical Symbol Detection.
Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

Identifying the Presence of Graphical Texts in Scene Images using CNN.
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?
IEEE Trans. Medical Imaging, 2018

PHDIndic_11: page-level handwritten document image dataset of 11 official Indic scripts for script identification.
Multim. Tools Appl., 2018

Arrow detection in biomedical images using sequential classifier.
Int. J. Mach. Learn. Cybern., 2018

Agreeing to disagree: active learning with noisy labels without crowdsourcing.
Int. J. Mach. Learn. Cybern., 2018

Angular relational signature-based chest radiograph image view classification.
Medical Biol. Eng. Comput., 2018

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs.
J. Medical Syst., 2018

A Systematic Review on Orthopedic Simulators for Psycho-Motor Skill and Surgical Procedure Training.
J. Medical Syst., 2018

Extreme learning machine for handwritten Indic script identification in multiscript documents.
J. Electronic Imaging, 2018

Line spectral frequency-based features and extreme learning machine for voice activity detection from audio signal.
Int. J. Speech Technol., 2018

Handwritten Indic Script Identification in Multi-Script Document Images: A Survey.
Int. J. Pattern Recognit. Artif. Intell., 2018

Content Independent Writer Identification on Bangla Script: A Document Level Approach.
Int. J. Pattern Recognit. Artif. Intell., 2018

Deep learning for word-level handwritten Indic script identification.
CoRR, 2018

Segregation of Speech, Music and Instrumentals with LSF-RG features.
Proceedings of the 12th International Conference on Software, 2018

An Empirical Study: ELM in Face Matching.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Infrared Image Pedestrian Detection Techniques with Quantitative Analysis.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Correction to: Recent Trends in Image Processing and Pattern Recognition.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Let Vehicles Talk with Images for Smart Vehicular Communication System.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Contrast Stretching-Based Unwanted Artifacts Removal from CT Images.
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.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Learning Deep Feature Representation for Face Spoofing.
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.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

SISU - A Speaker Identification System from Short Utterances.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Gray Level Face Recognition Using Spatial Features.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Artistic Multi-character Script Identification Using Iterative Isotropic Dilation Algorithm.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

A Survey on Extreme Learning Machine and Evolution of Its Variants.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Text Extraction Using Sparse Representation over Learning Dictionaries.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Can We Understand Image Semantics from Conventional Neural Networks?
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Recurrent Neural Network Based Classification of Fetal Heart Rate Using Cardiotocograph.
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.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Performance of Classifiers on MFCC-Based Phoneme Recognition for Language Identification.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

Handwritten Indic Script Identification - A Multi-level Approach.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

Document Image Analysis - Current Trends and Challenges in Graphics Recognition
Springer, ISBN: 978-981-13-2338-6, 2018

2017
Line Segment-Based Stitched Multipanel Figure Separation for Effective Biomedical CBIR.
Int. J. Pattern Recognit. Artif. Intell., 2017

Separating Indic Scripts with <i>matra</i> for Effective Handwritten Script Identification in Multi-Script Documents.
Int. J. Pattern Recognit. Artif. Intell., 2017

Foreign Circular Element Detection in Chest X-Rays for Effective Automated Pulmonary Abnormality Screening.
Int. J. Comput. Vis. Image Process., 2017

Word-Level Multi-Script Indic Document Image Dataset and Baseline Results on Script Identification.
Int. J. Comput. Vis. Image Process., 2017

ENWalk: Learning Network Features for Spam Detection in Twitter.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

2016
A Simple and Efficient Arrowhead Detection Technique in Biomedical Images.
Int. J. Pattern Recognit. Artif. Intell., 2016

Overlaid Arrow Detection for Labeling Regions of Interest in Biomedical Images.
IEEE Intell. Syst., 2016

Edge map analysis in chest X-rays for automatic pulmonary abnormality screening.
Int. J. Comput. Assist. Radiol. Surg., 2016

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays.
Int. J. Comput. Assist. Radiol. Surg., 2016

Circular Foreign Object Detection in Chest X-ray Images.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

A Fast k-Nearest Neighbor Classifier Using Unsupervised Clustering.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Automated Chest X-ray Image View Classification using Force Histogram.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Pattern Recognition Based on Hierarchical Description of Decision Rules Using Choquet Integral.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Complex and Composite Graphical Symbol Recognition and Retrieval: A Quick Review.
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.
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.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Arrowhead detection in biomedical images.
Proceedings of the Document Recognition and Retrieval XXIII, 2016

Separating Indic Scripts with 'matra' - A Precursor to Script Identification in Multi-script Documents.
Proceedings of International Conference on Computer Vision and Image Processing, 2016

2015
Bayesian networks for incomplete data analysis in form processing.
Int. J. Mach. Learn. Cybern., 2015

RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor.
Image Vis. Comput., 2015

Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control.
Int. J. Pattern Recognit. Artif. Intell., 2015

g-DICE: graph mining-based document information content exploitation.
Int. J. Document Anal. Recognit., 2015

Character recognition based on non-linear multi-projection profiles measure.
Frontiers Comput. Sci., 2015

NLM at imageCLEF2015: Biomedical Multipanel Figure Separation.
Proceedings of the Working Notes of CLEF 2015, 2015

Automatic Pulmonary Abnormality Screening Using Thoracic Edge Map.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

Stitched Multipanel Biomedical Figure Separation.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2014
Bor: Bag-of-Relations for symbol Retrieval.
Int. J. Pattern Recognit. Artif. Intell., 2014

Integrating vocabulary clustering with spatial relations for symbol recognition.
Int. J. Document Anal. Recognit., 2014

Word-Level Handwritten Script Identification from Multi-script Documents.
Proceedings of the Recent Advances in Information Technology, 2014

Scalable Arrow Detection in Biomedical Images.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Automatic Handwritten Indian Scripts Identification.
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.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013
Dtw-Radon-Based Shape Descriptor for Pattern Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2013

Stroke-Based Cursive Character Recognition
CoRR, 2013

Statistical Texture Features based Handwritten and Printed Text Classification in South Indian Documents
CoRR, 2013

Client-Driven Content Extraction Associated with Table.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Handwritten and Printed Text Separation in Real Document.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Relation Bag-of-Features for Symbol Retrieval.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Document Information Extraction and Its Evaluation Based on Client's Relevance.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Directional Discrete Cosine Transform for Handwritten Script Identification.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Pattern-Based Approach to Table Extraction.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012
Symbol recognition using spatial relations.
Pattern Recognit. Lett., 2012

Relative Positioning of Stroke-Based Clustering: a New Approach to Online Handwritten Devanagari Character Recognition.
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)
PhD thesis, 2011

Character Recognition Based on DTW-Radon.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Spatio-structural Symbol Description with Statistical Feature Add-On.
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011

DTW for Matching Radon Features: A Pattern Recognition and Retrieval Method.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
Using Spatial Relations for Graphical Symbol Description.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Spatial Similarity Based Stroke Number and Order Free Clustering.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009
Inductive Logic Programming for Symbol Recognition.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Unified Pairwise Spatial Relations: An Application to Graphical Symbol Retrieval.
Proceedings of the Graphics Recognition. Achievements, 2009

2006
Stroke Number and Order Free Handwriting Recognition for Nepali.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006


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