Table Of ContentAdvances in Intelligent Systems and Computing 766
Atilla Elçi
Pankaj Kumar Sa
Chirag N. Modi
Gustavo Olague
Manmath N. Sahoo
Sambit Bakshi Editors
Smart Computing
Paradigms: New
Progresses and
Challenges
Proceedings of ICACNI 2018, Volume 1
Advances in Intelligent Systems and Computing
Volume 766
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,
Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
Hani Hagras, School of Computer Science and Electronic Engineering,
University of Essex, Colchester, UK
László T. Kóczy, Department of Automation, Széchenyi István University,
Gyor, Hungary
Vladik Kreinovich, Department of Computer Science, University of Texas
at El Paso, El Paso, TX, USA
Chin-Teng Lin, Department of Electrical Engineering, National Chiao
Tung University, Hsinchu, Taiwan
Jie Lu, Faculty of Engineering and Information Technology,
University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin, Graduate Program of Computer Science, Tijuana Institute
of Technology, Tijuana, Mexico
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,
Rio de Janeiro, Brazil
Ngoc Thanh Nguyen , Faculty of Computer Science and Management,
Wrocław University of Technology, Wrocław, Poland
Jun Wang, Department of Mechanical and Automation Engineering,
The Chinese University of Hong Kong, Shatin, Hong Kong
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ç
Atilla El i Pankaj Kumar Sa
(cid:129) (cid:129)
Chirag N. Modi Gustavo Olague
(cid:129) (cid:129)
Manmath N. Sahoo Sambit Bakshi
(cid:129)
Editors
Smart Computing Paradigms:
New Progresses
and Challenges
Proceedings of ICACNI 2018, Volume 1
123
Editors
Atilla Elçi PankajKumar Sa
Engineering Faculty Department ofComputer Science
Aksaray University andEngineering
Sağlık, Aksaray,Turkey National Institute ofTechnology Rourkela
Rourkela, Odisha, India
ChiragN.Modi
National Institute ofTechnology Gustavo Olague
Goa,India CICESE
Ensenada,Baja California, Mexico
Manmath N.Sahoo
Department ofComputer Science Sambit Bakshi
andEngineering Department ofComputer Science
National Institute ofTechnology Rourkela andEngineering
Rourkela, Odisha, India National Institute ofTechnology Rourkela
Rourkela, Odisha, India
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-981-13-9682-3 ISBN978-981-13-9683-0 (eBook)
https://doi.org/10.1007/978-981-13-9683-0
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Preface
It is a sheer pleasure announcing receipt of an overwhelming response from aca-
demiciansandresearchersofreputedinstitutesandorganizationsofthecountryand
abroadforjoiningusinthe6thInternationalConferenceonAdvancedComputing,
Networking, and Informatics (ICACNI 2018), which makes us feel that our
endeavor is successful. The conference organized jointly by the Department of
Computer Science and Engineering, National Institute of Technology Silchar, and
Centre for Computer Vision and Pattern Recognition, National Institute of
Technology Rourkela, during June 04–06, 2018, certainly achieves a landmark
toward bringing researchers, academicians, and practitioners in the same platform.
Wehavereceivedmorethan400researcharticlesandverystringentlyhaveselected
through peer review the best articles for presentation and publication. We, unfor-
tunately,couldnotaccommodatemanypromisingworksaswestrovetoensurethe
highestqualityandadheretotherecommendationsoftheexpertreviewers.Weare
thankful to have the advice of dedicated academicians and experts from industry
and the eminent academicians involved in providing technical comments and
qualityevaluationfororganizingtheconferencewithaplannedschedule.Wethank
allpeopleparticipatingandsubmittingtheirworksandhavingcontinuedinterestin
our conference for the sixth year. The articles presented in the two volumes of the
proceedings discuss the cutting-edge technologies and recent advances in the
domain of the conference. We conclude with our heartiest thanks to everyone
associated with the conference and seeking their support to organize the 7th
ICACNI 2019 at the Indian Institute of Information Technology Kalyani, India,
during December 20–21, 2019.
Silchar, India Atilla Elçi
November 2019 Pankaj Kumar Sa
Chirag N. Modi
Gustavo Olague
Manmath N. Sahoo
Sambit Bakshi
v
Contents
Advanced Image Processing Methodologies–I
Estimation of Tyre Pressure from the Characteristics of the Wheel:
An Image Processing Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
V. B. Vineeth Reddy, H. Ananda Rao, A. Yeshwanth,
Pravin Bhaskar Ramteke and Shashidhar G. Koolagudi
A Robust and Blind Watermarking for Color Videos
Using Redundant Wavelet Domain and SVD. . . . . . . . . . . . . . . . . . . . . 11
S. Prasanth Vaidya and P. V. S. S. R. Chandra Mouli
Optimized Object Detection Technique in Video Surveillance System
Using Depth Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
Md. Shahzad Alam, T. S. Ashwin and G. Ram Mohana Reddy
Evidence-Based Image Registration and Its Effect
on Image Fusion. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29
Ujwala Patil, Ramesh Ashok Tabib, Rohan Raju Dhanakshirur
and Uma Mudenagudi
Two Stream Convolutional Neural Networks for Anomaly Detection
in Surveillance Videos . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41
Adarsh Jamadandi, Sunidhi Kotturshettar and Uma Mudenagudi
Detection and Classification of Road Signs Using
HOG-SVM Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49
Anant Ram Dubey, Nidhi Shukla and Divya Kumar
Segmentation of Calcified Plaques in Intravascular
Ultrasound Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57
Tara Chand Ulli and Deep Gupta
vii
viii Contents
Copy–Move Attack Detection from Digital Images:
An Image Forensic Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 69
Badal Soni, Pradip K. Das, Dalton Meitei Thounaojam
and Debalina Biswas
A Comparative Study of Reversible Video Watermarking
Using Automatic Threshold Adjuster and Non-feedback-Based
DE Method. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
Subhajit Das and Arun Kumar Sunaniya
Detection of White Ear-Head of Rice Crop Using Image Processing
and Machine Learning Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
Prabira Kumar Sethy, Smitanjali Gouda, Nalinikanta Barpanda
and Amiya Kumar Rath
Hash Code Based Image Authentication Using Rotation Invariant
Local Phase Quantization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
Umamaheswar Reddy, Utkarsh Arya, Ram Kumar Karsh
and Rabul Hussian Laskar
Novel Competitive Swarm Optimizer for Sampling-Based Image
Matting Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
Prabhujit Mohapatra, Kedar Nath Das and Santanu Roy
Sound, Voice, Speech, and Language Processing
Note Transcription from Carnatic Music. . . . . . . . . . . . . . . . . . . . . . . . 123
S. M. Suma, Shashidhar G. Koolagudi, Pravin B. Ramteke and K. S. Rao
Sentence-BasedDialectIdentificationSystemUsingExtremeGradient
Boosting Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 131
Nagaratna B. Chittaragi and Shashidhar G. Koolagudi
Characterization of Consonant Sounds Using Features Related
to Place of Articulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
Pravin Bhaskar Ramteke, Srishti Hegde and Shashidhar G. Koolagudi
Named Entity Recognition Using Part-of-Speech Rules for Telugu . . . . 147
SaiKiranmai Gorla, Sriharshitha Velivelli, Dipak Kumar Satpathi,
N L Bhanu Murthy and Aruna Malapati
Computational Intelligence: Algorithms, Applications and Future
Directions
Objective Assessment of Pitch Accuracy in Equal-Tempered Vocal
Music Using Signal Processing Approaches . . . . . . . . . . . . . . . . . . . . . . 161
Roshni Biswas, Y. V. Srinivasa Murthy, Shashidhar G. Koolagudi
and Swaroop G. Vishnu
Contents ix
Gibbs Sampled Hierarchical Dirichlet Mixture Model Based
Approach for Clustering Scientific Articles . . . . . . . . . . . . . . . . . . . . . . 169
G. S. Mahalakshmi, G. MuthuSelvi and S. Sendhilkumar
Experimental Evaluation of Dynamic Typing Mechanism:
A Case Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179
K. Indra Gandhi and K. Induja
IntegratingDigitalForensicsandDigitalDiscoverytoImproveE-mail
Communication Analysis in Organisations. . . . . . . . . . . . . . . . . . . . . . . 187
Mithileysh Sathiyanarayanan and Odunayo Fadahunsi
Speaker Verification Systems: A Comprehensive Review. . . . . . . . . . . . 195
Ujwala Baruah, Rabul Hussain Laskar and Biswajit Purkayashtha
A Fast Method for Segmenting ECG Waveforms . . . . . . . . . . . . . . . . . 209
Dipjyoti Bisharad, Debakshi Dey and Brinda Bhowmick
RemovalofEye-BlinkArtifactfromEEGUsingLDAandPre-trained
RBF Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217
Rajdeep Ghosh, Nidul Sinha and Saroj Kumar Biswas
Innovative Soft Computing Approaches for Pattern Recognition
Applications
Skin Cancer Detection Using Advanced Imaging Techniques. . . . . . . . . 229
Shivani Pal and M. Monica Subashini
Auto-associative Neural Network Based Concrete Crack Detection . . . . 239
A. Diana Andrushia and N. Anand
Image Filter Selection, Denoising and Enhancement Based
on Statistical Attributes of Pixel Array . . . . . . . . . . . . . . . . . . . . . . . . . 245
Vihar Kurama and T. Sridevi
Enhanced Security Credentials for Image Steganography
Using QR Code . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259
Prajith Kesava Prasad, R. Kalpana Sonika, R. Jenice Aroma
and A. Balamurugan
Clustering-Based Melanoma Detection in Dermoscopy Images
Using ABCD Parameters . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 267
J. Jacinth Poornima, J. Anitha and H. Asha Gnana Priya
Automated Histogram-Based Seed Selection for the Segmentation
of Natural Scene. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 275
R. Aarthi and S. Shanmuga Priya
x Contents
Application of Image Fusion Approaches for Image Differencing
in Satellite Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 283
R. Jenice Aroma and Kumudha Raimond
A Novel Method for Detecting Bone Contours in Hand
Radiographic Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 293
D. Diana, J. Revathi, K. Uma, A. Ramya and J. Anitha
Author Index.... .... .... .... ..... .... .... .... .... .... ..... .. 301
