Table Of ContentSnehasis 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
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L
ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage
Guwahati, India, December 19, 2016
Revised Selected Papers
123
Lecture Notes in Computer Science 10481
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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
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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
