Computer Vision, Graphics, and Image Processing: ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, Guwahati, India, December 19, 2016 Revised Selected Papers PDF
Preview Computer Vision, Graphics, and Image Processing: ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, Guwahati, India, December 19, 2016 Revised Selected Papers
Snehasis Mukherjee · Suvadip Mukherjee Dipti Prasad Mukherjee · Jayanthi Sivaswamy Suyash Awate · Srirangaraj Setlur Anoop M. Namboodiri · Santanu Chaudhury (Eds.) Computer Vision, 1 8 Graphics, and 4 0 1 S Image Processing C N L ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage Guwahati, India, December 19, 2016 Revised Selected Papers 123 Lecture Notes in Computer Science 10481 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zurich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany More information about this series at http://www.springer.com/series/7412 Snehasis Mukherjee Suvadip Mukherjee (cid:129) Dipti Prasad Mukherjee Jayanthi Sivaswamy (cid:129) Suyash Awate Srirangaraj Setlur (cid:129) Anoop M. Namboodiri Santanu Chaudhury (Eds.) (cid:129) Computer Vision, Graphics, and Image Processing ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage Guwahati, India, December 19, 2016 Revised Selected Papers 123 Editors SnehasisMukherjee SuyashAwate Indian Institute of Information Technology Indian Institute of Technology Bombay SriCity Mumbai India India SuvadipMukherjee Srirangaraj Setlur GE GlobalResearch CEDAR Bangalore Buffalo, NY India USA Dipti PrasadMukherjee Anoop M.Namboodiri Indian Statistical Institute International Institute of Information Kolkata Technology India Hyderabad India Jayanthi Sivaswamy International Institute of Information SantanuChaudhury Technology CSIR-CEERI Hyderabad Pilani,Rajasthan India India ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISBN 978-3-319-68123-8 ISBN978-3-319-68124-5 (eBook) https://doi.org/10.1007/978-3-319-68124-5 LibraryofCongressControlNumber:2017956086 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition,andGraphics ©SpringerInternationalPublishingAG2017 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface ThetenthversionoftheIndianConferenceonVision,GraphicsandImageProcessing (ICVGIP)washeldatIITGuwahatiinDecember2016.ICVGIPalreadytakenaunique position within the scientific community in India. Starting with the ninth version of ICVGIP, workshops on contemporary topics have become an integral part of the conference. The most recent in this series of ICVGIP workshops were held on December 19, 2016, at the IIT Guwahati. Four tracks on Computer Vision Applica- tions, Medical Image Processing, Document Analysis and Recognition, and Digital Heritagewerepartoftheworkshopprogramthisyear.Thecollection ofpapersinthis edited volume is extended versions of papers presented in the first three of the four above mentioned tracks. The authors of the papers presented in this workshop had submitted an extended version of the paper keeping in mind the feedback received at the workshop. Overall 52 papers were submitted in the Computer Vision Applications track and after a rigorous double-blind review process, we could accept 18 papers keeping the quality and time-frame of a single-day workshop. This track mainly focused on industrial applications of computer vision and related technologies. The Medimage Workshop focused on problems in medical image computing and invited original contributions to address these problems. The workshop received 14 papers and after a double-blind review process, 7 were accepted for presentation as poster or oral. TheDARWorkshopwasorganizedtobringtogetherpeopleworkinginthefieldof DocumentAnalysisandRecognition.Theworkshopreceived10submissionsofwhich 7 papers were accepted for presentation, through a double-blind review process. We would like to thank the Technical Program Committee members and the reviewers for their time and dedication. We acknowledge support and guidance from the dynamic Organizing Committee of ICVGIP 2016. In particular we appreciate support received from Dr. Prithwijit Guha and Mathew Francis. We hope that our efforts and the contributions presented in this collection will encourage new ideas and further collaborative efforts between computer vision researchers in industry and academia. August 2017 Snehasis Mukherjee Suvadip Mukherjee Dipti Prasad Mukherjee Jayanthi Sivaswamy Suyash Awate Srirangaraj Setlur Anoop M. Namboodiri Santanu Chaudhury Organization Editors Snehasis Mukherjee IIIT SriCity, India Suvadip Mukherjee GE Global Research, India Dipti Prasad Mukherjee Indian Statistical Institute, India Jayanthi Sivaswamy IIIT Hyderabad, India Suyash Awate IIT Bombay, India Srirangaraj Setlur CEDAR, SUNY Buffalo, USA Anoop M. Namboodiri IIIT Hyderabad, India Santanu Chaudhury CSIR-CEERI Pilani, India Technical Program Committee for WCVA Aditya Nigam IIT Mandi, India Afzal Godil National Institute of Standards and Technology, USA Andrea Vaccari University of Virginia, USA Balasubramanian Raman IIT Roorkee, India Chetan Arora IIIT Delhi, India Chiranjoy Chattopadhyay IIT Jodhpur, India Devi Prasad Dogra IIT Bhubaneswar, India Nilanjan Ray University of Alberta, Canada Pratik Shah IIIT Vadodora, India Rituparna Sarkar University of Virginia, USA Sanmuganathan Raman IIT Gandhinagar, India Shiv Ram Dubey IIIT SriCity, India Soumitra Samanta University of Liverpool, UK Swapna Agarwal TCS Innovation Lab, India Angshuman Paul Indian Statistical Institute, India Prithwijit Guha IIT Guwahati, India Vineet Gandhi IIIT Hyderabad, India P. Viswanath IIIT SriCity, India Rajiv Ranjan Sahay IIT Kharagpur, India Sanjoy Kumar Saha Jadavpur University, India Technical Program Committee for MedImage Jayanta Mukhopadhyay IIT Kharagpur, India Niranjan Joshi BIRAC Regional entrepreneurship centre, Bangalore, India Ananda Shankar Jadavpur University, India Chowdhury VIII Organization Gopal Joshi Noodle Analytics, India Ajit Rajwade IIT Bombay, India Anubha Gupta IIIT Delhi, India Debdoot Sheet IIT Kharagpur, India Bipul Das GE Global Research, India Amit Kale Bosch Corporate Research, India Arnav Bhavsar IIT Mandi, India Technical Program Committee for DAR Srinivasa Chakravarthy IIT Madras, India Utpal Garain Indian Statistical Institute, India Gaurav Harit IIT Jodhpur, India C.V. Jawahar IIIT Hyderabad, India Anoop M. Namboodiri IIIT Hyderabad, India Atul Negi University of Hyderabad, India Swapan Kumar Parui Indian Statistical Institute, India A.G. Ramakrishnan IISc, India Srirangaraj Setlur CEDAR, SUNY Buffalo, USA Contents WCVA A Novel Intelligent Multiple Watermarking Schemes for the Protection of the Information Content of a Document Image . . . . . . . . . . . . . . . . . . . . 3 K.R. Chetan and S. Nirmala Experimental Evaluation of 3D Kinect Face Database . . . . . . . . . . . . . . . . . 15 A.A.Gaonkar,M.D.Gad,N.T.Vetrekar,VithalShetTilve,andR.S.Gad Photometric Normalization Techniques for Extended Multi-spectral Face Recognition: A Comparative Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27 N.T. Vetrekar, R. Raghavendra, R.S. Gad, and G.M. Naik Dictionary Based Approach for Facial Expression Recognition from Static Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39 Krishan Sharma and Renu Rameshan Vision Based Pose Estimation of Multiple Peg-in-Hole for Robotic Assembly . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50 Pitchandi Nagarajan, S. Saravana Perumaal, and B. Yogameena A Spatio Temporal Texture Saliency Approach for Object Detection in Videos. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63 A. Sasithradevi, S. Mohamed Mansoor Roomi, and I. Sanofer Simultaneous Reconstruction of Multiple Hand Shredded Content-Less Pages Using Graph-Based Global Reassembly . . . . . . . . . . . . . . . . . . . . . . 75 K.S. Lalitha, Sukhendu Das, Arun Menon, and Koshy Varghese Super Resolution Mapping of Trees for Urban Forest Monitoring in Madurai City Using Remote Sensing. . . . . . . . . . . . . . . . . . . . . . . . . . . 88 D. Synthiya Vinothini, B. Sathyabama, and S. Karthikeyan Scale-Invariant Image Inpainting Using Gradient-Based Image Composition. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97 Mrinmoy Ghorai, Soumitra Samanta, and Bhabatosh Chanda Recursive Structure from Motion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109 M. Chebiyyam, S. Chaudhury, and I.N. Kar A Hybrid Deep Architecture for Face Recognition in Real-Life Scenario . . . . 120 A. Sanyal, U. Bhattacharya, and S.K. Parui X Contents Brain Tumor Segmentation from Multimodal MR Images Using Rough Sets. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 133 Rupsa Saha, Ashish Phophalia, and Suman K. Mitra A Text Recognition Augmented Deep Learning Approach for Logo Identification. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 145 Moushumi Medhi, Shubham Sinha, and Rajiv Ranjan Sahay High Frame Rate Real-Time Scene Change Detection System. . . . . . . . . . . . 157 Sanjay Singh, Ravi Saini, Sumeet Saurav, Pramod Tanwar, Kota S. Raju, Anil K. Saini, Santanu Chaudhury, and Idaku Ishii Painting Classification Using a Pre-trained Convolutional Neural Network. . . 168 Sugata Banerji and Atreyee Sinha Eigen Domain Transformation for Soft-Margin Multiple Feature-Kernel Learning for Surveillance Face Recognition . . . . . . . . . . . . . . . . . . . . . . . . 180 Samik Banerjee and Sukhendu Das A Beta Distribution Based Novel Scheme for Detection of Changes in Crowd Motion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 192 Soumyajit Pal, Sounak Mondal, Sanjoy Kumar Saha, and Bhabatosh Chanda Reconstruction of Sparse-View Tomography via Banded Matrices. . . . . . . . . 204 T. Prasad, P.U. Praveen Kumar, C.S. Sastry, and P.V. Jampana DAR SPODS: A Dataset of Color-Official Documents and Detection of Logo, Stamp, and Signature. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 219 Amit Vijay Nandedkar, Jayanta Mukherjee, and Shamik Sural Text and Non-text Separation in Scanned Color-Official Documents . . . . . . . 231 Amit Vijay Nandedkar, Jayanta Mukherjee, and Shamik Sural Multi-font Telugu Text Recognition Using Hidden Markov Models and Akshara Bi-grams. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 243 Koteswara Rao Devarapalli and Atul Negi Anveshak - A Groundtruth Generation Tool for Foreground Regions of Document Images. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255 Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural, and Amit Vijay Nandedkar Writer Identification for Handwritten Words. . . . . . . . . . . . . . . . . . . . . . . . 265 Shilpa Pandey and Gaurav Harit
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