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1. CSPC: A New Approach for Edge Detection of Gray-Scale Images
Kalyan Kumar Jena, Sarojananda Mishra, Sasmita Mishra 1
2. An Improved Approach for Edge Detection of Noisy Images
Kalyan Kumar Jena, Sarojananda Mishra, Sasmita Mishra 7
3. Analysis of Fingerprint Image Enhancement by Different Methods
Mayur S. Patil, Sandip S. Patil 14
4. Short Communication: Human Resource Management System
Kshitij Singh Raghav 23
5. Location Search with Mobile Images Using Spatial Data
Anirudh Mathur 25
Contents
IJDCT (2016) 1–6 © JournalsPub 2016. All Rights Reserved Page 1
International Journal of Distributed Computing and Technology
ISSN: 2455-7307 (online)
Vol. 2: Issue 1
www.journalspub.com
CSPC: A New Approach for Edge Detection of Gray-Scale
Images
Kalyan Kumar Jena*
, Sarojananda Mishra, Sasmita Mishra
Department of CSEA, IGIT, Sarang, Odisha, India
Abstract
We can define an edge of an image as a set of connected pixels that creates boundaries of
several objects in an image. Generally, Edge detection is a process of segmenting an image
into regions of discontinuity. Edge detection takes a greater role in digital image processing
as well as practical aspects of our life. Edges of an image can be generated by implementing
several edge detector mechanisms. In this paper, anew edge detection mechanism that
computes edges of different images using the quantitative combination of Canny-Sobel-
Prewitt-Canny (C-S-P-C) edge detectors is presented. Here, the proposed methodology is
compared with Canny, Sobel and Prewitt edge detectors separately.
Keywords: Canny-Sobel-Prewitt (C-S-P-C) edge detectors, edge detection, digital image
processing
INTRODUCTION
Digital image processing refers to the use
of computer algorithm in order to perform
image processing on several digital
images.[1]
It is a very popular mechanism
that can be widely used for digital image
processes or operations like pattern
recognition, segmentation, feature
extraction, image morphology, etc. Edge
detection is a very popular and well
developed field in image processing.
Edges normally arise on the boundary
between two different regions or objects in
an image.[2–19]
Generally, Edge detection mechanism
allows the user to check those features of
any image in which there is a more or less
abrupt change in case of gray level or
texture that indicates the end of one region
or object in the image as well as the
beginning of another. It has a lot of real
time applications like finger print
recognition, study of anatomical structure,
face recognition, medical imaging,
computer guided surgery diagnosis, locate
object in satellite images, automatic traffic
controlling systems, etc.[20–25]
There are
many traditional operators such as Sobel
Operator, Prewitt Operator, LOG
Operator, Canny Operator and Robert
Operator which are used for edge detection
of images.[6]
Different methods can be used for edge
detection. But, maximum methods can be
grouped into either Gradient or
Laplacian.[2]
In case of Laplacian method,
it checks for zero crossings in the 2nd
derivative of the image specifically to find
edges. In Image Processing and Computer
Vision, Edges give valuable and very
important information towards human
image understanding. [7]
Now-a-days, edge detection has become
very serious challenge to the image
processing scientist and researchers. Due
IJDCT (2016) 7–13 © JournalsPub 2016. All Rights Reserved Page 7
International Journal of Distributed Computing and Technology
ISSN: 2455-7307 (online)
Vol. 2: Issue 1
www.journalspub.com
An Improved Approach for Edge Detection of Noisy Images
Kalyan Kumar Jena*, Sarojananda Mishra, Sasmita Mishra
Department of CSEA, IGIT, Sarang, Odisha, India
Abstract
Edge detection of images is a very serious challenge to the researchers till date. Several
techniques can be implemented to detect the edges of different images. But a single edge
detection methodology is not enough to perform very well in each and every possible image
context. In this paper, an innovative edge detection methodology is presented, that computes
the edges of different images using the combination of Bergholm–Rothwell–Sobel–Prewitt
edge detectors (BRSP). Here, the edge detection of images using B-R-S-P technique is
compared with each Operator individually.
Keywords: Bergholm–Rothwell–Sobel–Prewitt edge detectors, B-R-S-P technique, Edge
detection, image context
INTRODUCTION
Edges in context of image processing and
computer vision provide valuable
information towards human image
understanding. It probably most important
processing step in human picture
recognition system consists of edge
detection process naturally.[1]
Edge
detection has become serious challenge to
image processing scientist.
Edge detection algorithm is essentially a
process of detection of this discontinues in
an image.[2,3]
Since the abrupt change in
brightness level indicates edge, its
detection in binary or segmented image is
quite straight forward. There could be
various reasons, such as lighting
conditions, object geometry, type of
material surface texture, etc. as well as
their mutual interaction, for
discontinuities.
How does edge comes in an image? The
answer to this question probably, provides
the early clue for locating edge in an
image.
The variation of image feature, usually
brightness gives rise to edges. Objectively
the edges are representation of the
discontinuities of image intensity
function.[4]
However, the process of edge
localization is quite complex in case of
gray level or intensity image.
The nature of intensity variation points to
application of derivative operators for
detecting edges, application of derivative
operator on intensity image produce
another image, usually called gradient
image as it reveals the rate of intensity
variation.
The transition in intensity in Gray scale
image is relatively smooth in nature rather
than abrupt in case of segmented image or
binary image. The image is then made to
undergo thresholding and /or edge linking
in order to yield contours. There are many
ways to perform edge detection.[2]
IJDCT (2016) 14–22 © JournalsPub 2016. All Rights Reserved Page 14
International Journal of Distributed Computing and Technology
ISSN: 2455-7307 (online)
Vol. 2: Issue 1
www.journalspub.com
Analysis of Fingerprint Image Enhancement by Different
Methods
Mayur S. Patil*, Sandip S. Patil
Department of Computer Engineering, SSBT’s COET, Bambhori, Jalgaon, Maharashtra, India
Abstract
The fingerprint enhancement method using directional filter/Rotational filter is effective in
both dry fingerprint images and wet fingerprint images. It removes noise in between the ridge
and filling the white hole in the ridge. This leads to decrease the False Acceptance Rate
(FAR) and False Rejection Rate (FRR), in fingerprint minutiae extraction. In fingerprint
image enhancement, for the image matching there are used various filters likes Gabor filter,
FFT filter etc. By using these filters the noise is reduced and image is cleared. Then this
image is matched with stored image.
Keywords: false acceptance rate (FAR) and false rejection rate (FRR), directional median
filter (DMF), multi-resolution analysis.
BACKGROUND
The biometry or biometrics refers to the
automatic identification of an individual
by using certain physiological or
behavioral traits associated with the
person.
Fingerprints are fully formed at about
seven months of fetus development and
finger ridge configurations do not change
throughout the life of an individual except
due to accidents such as bruises and cuts
on the fingertips.
A fingerprint consists of ridges as well as
valleys. The outline of the ridges and
valleys is unique for every individual.
There are two most important methods of
fingerprint matching: global pattern
matching and local Features. The first
approach analyses ridge bifurcations and
endings, the second technique represents
additional macroscopic approach. The last
approach considers the stream of ridges in
conditions of, for example, arches, whorls
and loops.
ROTATIONAL
FILTER/DIRECTIONAL FILTER
Directional Filter is one of the
enhancement techniques which are
familiar in multi-resolution enhancement
method. [1]
The Multi-resolution analysis
has been proposed to remove noise from
fingerprint image by decomposing the
image into different frequency bands (or
sub-images). This allows compensating for
different noise components at different
scales: in particular, at higher levels (low
and intermediate frequency bands) the
rough ridge-valley flow is cleaned and
gaps are closed, whereas at the lower
levels (Higher frequencies) the finer
details are preserved. The enhanced image
bands are then recombined to obtain the
final image. Generally, in directional filter
bank, the fingerprint image is divided into
eight parts according to the orientation of
the ridge structure. The eight orientations
IJACS (2016) 23–24 © JournalsPub 2016. All Rights Reserved Page 23
International Journal of Distributed Computing and Technology
ISSN: 2455-7307(online)
Vol. 2: Issue 1
www.journalspub.com
Short Communication: Human Resource Management System
Kshitij Singh Raghav
Department of MCA, Guru Gobind Singh IP University, New Delhi, India
Every organization has numerous types of
resources like office equipments, finance,
raw material, etc. Human Resource (HR)
is one of these resources. It is the most
vital among all the resources of an
organization. So, HR functions are
common to all type of organizations.
These HR functions may include
recruitment, time management,
management of payroll, and many more.
In the scenario of handling thousands of
employees, their recruitment procedure,
their time scheduling and their salary slip
generation according to their packages,
and their working days may become
difficult to handle manually. Here comes
the need of a system which can help the
administration to do all the above said
jobs in an automated and efficient
manner. We call our proposed system as
Human Resource Management System
(HRMS), which is being developed for
the management of human of HR.
Source: Wikipedia
There is a huge amount of information which needs to be entered, stored, and searched
thereafter related to large number of employee of a particular organization. HRMS reduces
the work load of the administration department by automating all the related process
electronically. This HRMS not only automates the data entry for employee details such as
personal information, past experience details, skills, and so on, but also efficiently manage
the time/work relation for every employee and the work distribution methods generates the
payment cheques periodically and
IJDCT (2016) 25–26 © JournalsPub 2016. All Rights Reserved Page 25
International Journal of Distributed Computing and Technology
ISSN: 2455-7307(online)
Vol. 2: Issue 1
www.journalspub.com
Location Search With Mobile Images Using Spatial Data
Anirudh Mathur*
Indian Institute of Technology, New Delhi, India
Abstract
This paper describes a method to do location recognition based on images taken from mobile
devices. Its usefulness emerges out when we are in a foreign land and because of language
barrier we fail to collect relevant information regarding popular monuments or structures.
Now searching a matching image would mean comparing earth’s moon with billions of stars
in the entire galaxy. It is computationally very expensive to match with billions of images
from web. So we devise a hybrid image-keyword-spatial data mechanism for searching.
Keywords: image, mobile, searching
INTRODUCTION
Majority of search engines today use
keyword based image searches. Image
based techniques often returns unrelated
images that are not even near to the
searched images.
Though these techniques are inherently
fast and computationally less expensive,
but again these techniques become less
relevant when we are in foreign unknown
land.
Google has a collection of more than a
million web pages.
These pages have been indexed with text
that appears near images or are image
caption etc. Google images already contain
EXIF data.
EXIF format has standard tags for location
information.
As of 2014 many cameras and most
mobile phones have a built-in GPS
receiver that stores the location
information in the EXIF header when a
picture is taken. Some other cameras have
a separate GPS receiver that fits into the
flash connector or hot shoe.
OUR APPROCH:
We propose a hybrid approach that can
provide content-based image retrieval by
combining spatial based, image-based and
text-based search.
We leverage the fact that there will be
redundant landmark images on the web
and that a search in a subset of the web
will likely find a matching image
We first search a set of images obtained by
crawling a restricted domain.
The domain is selected based on the spatial
data obtained either by GPS data of users
and using the mobile image send by user
for expected application, for example
monuments-related sites for a particular
geographic location.
GPS data are to be used in identifying the
region and each region already has a
database of geographic locations. This
IJDCT
International Journal of
Jan - Jun 2016
e-ISSN: 2455-7307
www.journalspub.com
Mechanical Engineering
Chemical Engineering
Architecture
Applied Mechanics
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Nanotechnology
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Material Sciences and Engineering
Chemistry
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Biotechnology
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Nursing
« International Journal of Immunological Nursing
« International Journal of Cardiovascular Nursing
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« International Journal of Oncological Nursing
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International Journal of Distributed Computing and Technology vol 2 issue 1

  • 1. IJDCT International Journal of Jan - Jun 2016 e-ISSN: 2455-7307 www.journalspub.com Mechanical Engineering Chemical Engineering Architecture Applied Mechanics 5 more... 1 more... 2 more... 2 more... 5 more... Computer Science and Engineering Nanotechnology « International Journal of Solid State Materials « International Journal of Optical Sciences Physics Civil Engineering Electrical Engineering Material Sciences and Engineering Chemistry 5 more... 4 more... 3 more... Biotechnology 3 more... Nursing « International Journal of Immunological Nursing « International Journal of Cardiovascular Nursing « International Journal of Neurological Nursing « International Journal of Orthopedic Nursing « International Journal of Oncological Nursing 5 more... 4 more... Subm it Your A rticle2016
  • 2. International Journals Publisher JournalsPub is a multi-disciplinary international journal boosting innovative & eminence research work by Division of Dhruv Infosystem Pvt. Ltd. Launched in 2014 under the support and guidance by our Honorable EditorialBoard Members from renownedinstitutes. ObjectivesofJournalsPub üJournalsPub is international scholarly journal that publishes peer reviewed journal in the frontier areas of AppliedSciences,MedicalandEngineering. üJournalsPub publishes Original Research Papers, Review Papers, Popular Articles, Short Communications&CaseStudy. üPublishingspecialissues on Proceedingsof Conferences,SeminarsandSymposia. üJournalsPub Publishes issues twice a year (bi-annually) in English-language which is available online (openaccess)andinprintedversionwithagoaltopromoteanextensiveacademicawareness. üJournalsPub desires to set a good benchmark in the publishing industry by launching more than 100+ new International Journals to help the scientific community to enhance communication within the research communities and maintain a balance between the existing and emerging interdisciplinary technologies. üJournalsPub aims to provide quality research articles for Academic Researchers, Industrial Professionals, Engineers, Scientists, Professors, etc. working in the areas of Applied Sciences, Medical andEngineeringtocontributeandcommunicateinnovativework. SalientFeatures üAn umbrellaof 100+ journalsthatcoversAppliedSciences,MedialandEngineeringArena. üThe first and one of the rapidly emerging publication website in Country as well as overseas for its excellenceandexposure. üUniversaltransmissionandreflectivity. üARigorous, Fast andConstructivePeerReviewProcess üSpeedyPublicationof Manuscripts üEminentEditorialBoardMembersfromrenownedorganizations. üFreeRegistration,OnlineSubmission, Processing, Publication&OnlineAccessofManuscripts. üThejournalpublishesnovelresearcharticleswithemphasison theoreticalandexperimentalwork. International Journal of Distributed Computing and Technology
  • 3. JournalsPub (Division of Dhruv Infosystem Private Ltd.) having its Marketing office located at Office No. 4, First Floor, CSC pocket E Market, Mayur Vihar Phase II, New Delhi-110091, India is the Publisher of Journals. Statements and opinionsexpressedintheJournalreflecttheviews oftheAuthor(s) andarenottheopinionofJournalsPub unless so stated. Subscription Information and Order Cost of Journal National Subscription ?Rs. 3000/-perJournal(includes2 printissues), SingleIssue copypurchaseRs.1800/copy International Subscription ?OnlineOnly- $99, PrintOnly-$149 (includes2printissues) ?Online+ Print-$199(includes2printissues +onlineaccessof publishedbackvolumes) To purchaseprintcompilationof backissues pleasesendyourqueryatinfo@journalspub.com Subscription must be prepaid. Rates outside the India include speed delivery charges. Prices subject to change without notice. Mode of Payment:At par cheque, Demand draft, and RTGS (payment to be made in favor of Dhruv Infosystem Pvt. ltd., payableatDelhi/NewDelhi. OnlineAccess Policy A). ForAuthors: In order to provide maximum citation and wide publicity to the authors work, JournalsPub also have OpenAccess Policy; Authors who would like to get their work open access can opt for Optional Open Access publication at nominal cost as follows: India,SARC andAfricanCountries:INR 1500 includingsinglehardcopyofAuthor's Journal. OtherCountries:USD 200includingsinglehardcopyofAuthor's Journal. B.) ForSubscribers: Online access will be activated within 72 hours of receipt of the payment (working days), subject to receipt of correct informationonuser details/StaticIPaddress of thesubscriber. The accesswillbeblocked: If the user requests for the same and furnishes valid reasons for blocking due to technical issue. Misuse of the access rights as pertheaccesspolicy. Advertising and Commercial Reprint Inquiries: JournalsPub with wide circulation and visibility offer an excellent media for showcasing/promotion of your products/services and the events-namely, Conferences, Symposia/Seminars etc.These journals have very high potential to deliver the message across the targeted audience regularly with each published issue. The advertisements on bulk subscriptions, gift subscriptions or reprint purchases for distribution etc. are also very welcome. LostIssue Claims:Pleasenotethefollowingwhen applyingfor lostor missingissues: Claims for print copies lost will be honored only after 45 days of the dispatch date and before publication of the next issue as perthefrequency. Tracking id for the speed post will be provided to all our subscribers and the claims for the missing Journals will be entertainedonlywiththeproofs whichwillbeverifiedatboththeends. Claimsfiledduetoinsufficient(or nonotice)ofchangeof address willnotbehonored. Change ofAddress of Dispatch should be intimated to JournalsPub at least 2 months prior to the dispatch schedule as per thefrequencyby mentioningsubscriberID andthesubscriptionID. Refundrequestswillnotbeentertained. LegalDisputes AllthelegaldisputesaresubjectedtoDelhiJurisdictiononly. If you haveanyquestions,pleasecontactthePublicationManagementTeam: info@journalspub.com;Tel:+910120-4347644.
  • 4. International Journal of Distributed Computing and Technology International Journal of Distributed Computing and Technology is a comprehensive journal that covers all the topics of Distributed operating system.All articles that are included in the journal are peer-reviewed and follow stringent guidelines before publishing. From Decentralized computing to Optical computing all the topicsfallunder thescopeandthefocusofthisjournal. Focus and Scope oftheJournal ! Decentralized computing ! Distributed algorithmic mechanism design ! Distributed cache ! Distributed operating system ! Multiprocessor and multi-core architectures ! Synchronization protocols and concurrent programming ! Parallel programming ! Distributed sensor networks ! Pervasive computing ! Optical computing International Journal of Distributed Computing and Technology is published twice a year (bi-annual) in India by JournalsPub is an imprint of Dhruv Infosystems Pvt. Ltd. The outlooks stated in the articles do not essentially reflect of the publisher. The publisher does not endorse the quality or value of the advertised/sponsored products described therein. Please consult full prescribing information before issuing aprescriptionfor anyproductsmentionedinthispublication. No part of this publication may be reproduced, stored in retrieval or transmitted in any form without written permissiontothepublisher. To cite any of the material contained in this journal, in English or translation, please use the full English reference at the beginning of each article. To reuse any of the material, please contact JournalsPub (info@journalspub.com).
  • 5. PUBLICATION MANAGEMENT TEAM INTERNAL MEMBERS Associate Manager Chairman Mr. Puneet Mehrotra Managing Director, JournalsPub, New Delhi Hidam Renubala Ankita Singh Akanksha Marwah Deepika Bhadauria Commissioning Editors Priyanka Garg Chhavi Goel Shrawani Verma
  • 6. EDITORIAL BOARD MEMBERS Dr. Mansaf Alam Alam Department of Computer Science, Jamia Millia Islamia, New Delhi, India Senthil Kumar Lakshmanan Department of IT GNITS, Shaikpet, Hyderabad, India Professor Ravi Prakash Reddy Department of IT GNITS, Shaikpet, Hyderabad, India Dr. Kiran Sree Professor, Department of CSE, NBKRIST, Vidyanagar, Nellore (Andhra Pradesh), India Dr. Tripty Singh Asst.Professor, Amrita School of Engg, Bangalore, India Dr. S. Sreejith Associate Professor, Power Electronics and Drives Division, School of Electrical Engineering,Vellore Institute of Technology, India Dr. R G Jeyakumar Professor, Amrita School of Engineering, Coimbatore., India Dr. T Abirami Professor, Kongu Engineering College, Perundurai, Erode Tamilnadu, India Ziyan Wu Research Scientist, Vision Solutions and Technologies, Siemens Corporate Research, Princeton, NJ B M Alaudeen Asst.Professor, AVS College of Arts & Science ,Salem, India Mr. Sanku Sinha Assistant Professor, R.V.S. College of Engineering and Technology, Jamshedpur, India Mr. S Sivakumar Periyar University, Salem, India B M Alaudeen Asst.Professor, AVS College of Arts & Science ,Salem, India K Abirami Amrita School Of Engineering, Coimbatore, India Kalyan Kumar Jena Dept. of CSEA, IGIT, Sarang, Odisha, India Ch.Satyananda Reddy Associate Professor in the Department of Computer Science and Systems Engineering, College of Engineering, Andhra University, Visakhapatnam. Dr. Kiran Sree Professor in the department of CSE at NBKRIST, India
  • 7. From the Editor's Desk Dear Readers, We would like to present, with great pleasure, the inaugural volume of a new scholarly journal, International Journal of Distributed Computing and Technology. This journal is part of the Computer Science and Engineering, and is devoted to the scope of present Engineering issues, from theoretical aspects to application-dependent studies and the validationofemergingtechnologies. This new journal was planned and established to represent the growing needs of Distributed Computing and Technology as an emerging and increasingly vital field, now widely recognized as an integral part of scientific and technical investigations. Its mission is to become a voice of the Computer Science and Engineeringcommunity,addressing researchers and practitionersinthisarea. The core vision of International Journal of Distributed Computing and Technology in JournalsPub is to propagate novel awareness and know-how for the profit of mankind ranging from the academic and professional research societies to industry practitioners in a range of topics in Computer Science and Engineering in general. Journals Pub acts as a pathfinder for the scientific community to published their papers atexcellently,well-time&successfully. International Journal of Distributed Computing and Technology focuses on original high-quality research in the realm of Decentralized computing, Distributed algorithmic mechanism design, Distributed cache, Distributed operating system, Multiprocessor and multi-core architectures, Synchronization protocols and concurrent programming, Parallel programming Distributed sensor networks, Pervasive computing, Opticalcomputing. The Journal is intended as a forum for practitioners and researchers to share the techniques of Computer ScienceandEngineeringand solutionsinthearea. Many scientists and researchers have contributed to the creation and the success of the Computer Science and Engineering community. We are very thankful to everybody within that community who supported the idea of creating an innovative platform. We are certain that this issue will be followed by many others, reportingnewdevelopmentsinthefieldofComputer ScienceandEngineering. This issue would not have been possible without the great support of the Editorial Board members, and we would like to express our sincere thanks to all of them. We would also like to express our gratitude to the editorialstaffofJournalsPub,who supported us ateverystageoftheproject. It is our hope that this fine collection of articles will be a valuable resource for Computer Science and Engineering readers and will stimulate further research into the vibrant area of Computer Science and Engineering. PuneetMehrotra ManagingDirector
  • 8. 1. CSPC: A New Approach for Edge Detection of Gray-Scale Images Kalyan Kumar Jena, Sarojananda Mishra, Sasmita Mishra 1 2. An Improved Approach for Edge Detection of Noisy Images Kalyan Kumar Jena, Sarojananda Mishra, Sasmita Mishra 7 3. Analysis of Fingerprint Image Enhancement by Different Methods Mayur S. Patil, Sandip S. Patil 14 4. Short Communication: Human Resource Management System Kshitij Singh Raghav 23 5. Location Search with Mobile Images Using Spatial Data Anirudh Mathur 25 Contents
  • 9. IJDCT (2016) 1–6 © JournalsPub 2016. All Rights Reserved Page 1 International Journal of Distributed Computing and Technology ISSN: 2455-7307 (online) Vol. 2: Issue 1 www.journalspub.com CSPC: A New Approach for Edge Detection of Gray-Scale Images Kalyan Kumar Jena* , Sarojananda Mishra, Sasmita Mishra Department of CSEA, IGIT, Sarang, Odisha, India Abstract We can define an edge of an image as a set of connected pixels that creates boundaries of several objects in an image. Generally, Edge detection is a process of segmenting an image into regions of discontinuity. Edge detection takes a greater role in digital image processing as well as practical aspects of our life. Edges of an image can be generated by implementing several edge detector mechanisms. In this paper, anew edge detection mechanism that computes edges of different images using the quantitative combination of Canny-Sobel- Prewitt-Canny (C-S-P-C) edge detectors is presented. Here, the proposed methodology is compared with Canny, Sobel and Prewitt edge detectors separately. Keywords: Canny-Sobel-Prewitt (C-S-P-C) edge detectors, edge detection, digital image processing INTRODUCTION Digital image processing refers to the use of computer algorithm in order to perform image processing on several digital images.[1] It is a very popular mechanism that can be widely used for digital image processes or operations like pattern recognition, segmentation, feature extraction, image morphology, etc. Edge detection is a very popular and well developed field in image processing. Edges normally arise on the boundary between two different regions or objects in an image.[2–19] Generally, Edge detection mechanism allows the user to check those features of any image in which there is a more or less abrupt change in case of gray level or texture that indicates the end of one region or object in the image as well as the beginning of another. It has a lot of real time applications like finger print recognition, study of anatomical structure, face recognition, medical imaging, computer guided surgery diagnosis, locate object in satellite images, automatic traffic controlling systems, etc.[20–25] There are many traditional operators such as Sobel Operator, Prewitt Operator, LOG Operator, Canny Operator and Robert Operator which are used for edge detection of images.[6] Different methods can be used for edge detection. But, maximum methods can be grouped into either Gradient or Laplacian.[2] In case of Laplacian method, it checks for zero crossings in the 2nd derivative of the image specifically to find edges. In Image Processing and Computer Vision, Edges give valuable and very important information towards human image understanding. [7] Now-a-days, edge detection has become very serious challenge to the image processing scientist and researchers. Due
  • 10. IJDCT (2016) 7–13 © JournalsPub 2016. All Rights Reserved Page 7 International Journal of Distributed Computing and Technology ISSN: 2455-7307 (online) Vol. 2: Issue 1 www.journalspub.com An Improved Approach for Edge Detection of Noisy Images Kalyan Kumar Jena*, Sarojananda Mishra, Sasmita Mishra Department of CSEA, IGIT, Sarang, Odisha, India Abstract Edge detection of images is a very serious challenge to the researchers till date. Several techniques can be implemented to detect the edges of different images. But a single edge detection methodology is not enough to perform very well in each and every possible image context. In this paper, an innovative edge detection methodology is presented, that computes the edges of different images using the combination of Bergholm–Rothwell–Sobel–Prewitt edge detectors (BRSP). Here, the edge detection of images using B-R-S-P technique is compared with each Operator individually. Keywords: Bergholm–Rothwell–Sobel–Prewitt edge detectors, B-R-S-P technique, Edge detection, image context INTRODUCTION Edges in context of image processing and computer vision provide valuable information towards human image understanding. It probably most important processing step in human picture recognition system consists of edge detection process naturally.[1] Edge detection has become serious challenge to image processing scientist. Edge detection algorithm is essentially a process of detection of this discontinues in an image.[2,3] Since the abrupt change in brightness level indicates edge, its detection in binary or segmented image is quite straight forward. There could be various reasons, such as lighting conditions, object geometry, type of material surface texture, etc. as well as their mutual interaction, for discontinuities. How does edge comes in an image? The answer to this question probably, provides the early clue for locating edge in an image. The variation of image feature, usually brightness gives rise to edges. Objectively the edges are representation of the discontinuities of image intensity function.[4] However, the process of edge localization is quite complex in case of gray level or intensity image. The nature of intensity variation points to application of derivative operators for detecting edges, application of derivative operator on intensity image produce another image, usually called gradient image as it reveals the rate of intensity variation. The transition in intensity in Gray scale image is relatively smooth in nature rather than abrupt in case of segmented image or binary image. The image is then made to undergo thresholding and /or edge linking in order to yield contours. There are many ways to perform edge detection.[2]
  • 11. IJDCT (2016) 14–22 © JournalsPub 2016. All Rights Reserved Page 14 International Journal of Distributed Computing and Technology ISSN: 2455-7307 (online) Vol. 2: Issue 1 www.journalspub.com Analysis of Fingerprint Image Enhancement by Different Methods Mayur S. Patil*, Sandip S. Patil Department of Computer Engineering, SSBT’s COET, Bambhori, Jalgaon, Maharashtra, India Abstract The fingerprint enhancement method using directional filter/Rotational filter is effective in both dry fingerprint images and wet fingerprint images. It removes noise in between the ridge and filling the white hole in the ridge. This leads to decrease the False Acceptance Rate (FAR) and False Rejection Rate (FRR), in fingerprint minutiae extraction. In fingerprint image enhancement, for the image matching there are used various filters likes Gabor filter, FFT filter etc. By using these filters the noise is reduced and image is cleared. Then this image is matched with stored image. Keywords: false acceptance rate (FAR) and false rejection rate (FRR), directional median filter (DMF), multi-resolution analysis. BACKGROUND The biometry or biometrics refers to the automatic identification of an individual by using certain physiological or behavioral traits associated with the person. Fingerprints are fully formed at about seven months of fetus development and finger ridge configurations do not change throughout the life of an individual except due to accidents such as bruises and cuts on the fingertips. A fingerprint consists of ridges as well as valleys. The outline of the ridges and valleys is unique for every individual. There are two most important methods of fingerprint matching: global pattern matching and local Features. The first approach analyses ridge bifurcations and endings, the second technique represents additional macroscopic approach. The last approach considers the stream of ridges in conditions of, for example, arches, whorls and loops. ROTATIONAL FILTER/DIRECTIONAL FILTER Directional Filter is one of the enhancement techniques which are familiar in multi-resolution enhancement method. [1] The Multi-resolution analysis has been proposed to remove noise from fingerprint image by decomposing the image into different frequency bands (or sub-images). This allows compensating for different noise components at different scales: in particular, at higher levels (low and intermediate frequency bands) the rough ridge-valley flow is cleaned and gaps are closed, whereas at the lower levels (Higher frequencies) the finer details are preserved. The enhanced image bands are then recombined to obtain the final image. Generally, in directional filter bank, the fingerprint image is divided into eight parts according to the orientation of the ridge structure. The eight orientations
  • 12. IJACS (2016) 23–24 © JournalsPub 2016. All Rights Reserved Page 23 International Journal of Distributed Computing and Technology ISSN: 2455-7307(online) Vol. 2: Issue 1 www.journalspub.com Short Communication: Human Resource Management System Kshitij Singh Raghav Department of MCA, Guru Gobind Singh IP University, New Delhi, India Every organization has numerous types of resources like office equipments, finance, raw material, etc. Human Resource (HR) is one of these resources. It is the most vital among all the resources of an organization. So, HR functions are common to all type of organizations. These HR functions may include recruitment, time management, management of payroll, and many more. In the scenario of handling thousands of employees, their recruitment procedure, their time scheduling and their salary slip generation according to their packages, and their working days may become difficult to handle manually. Here comes the need of a system which can help the administration to do all the above said jobs in an automated and efficient manner. We call our proposed system as Human Resource Management System (HRMS), which is being developed for the management of human of HR. Source: Wikipedia There is a huge amount of information which needs to be entered, stored, and searched thereafter related to large number of employee of a particular organization. HRMS reduces the work load of the administration department by automating all the related process electronically. This HRMS not only automates the data entry for employee details such as personal information, past experience details, skills, and so on, but also efficiently manage the time/work relation for every employee and the work distribution methods generates the payment cheques periodically and
  • 13. IJDCT (2016) 25–26 © JournalsPub 2016. All Rights Reserved Page 25 International Journal of Distributed Computing and Technology ISSN: 2455-7307(online) Vol. 2: Issue 1 www.journalspub.com Location Search With Mobile Images Using Spatial Data Anirudh Mathur* Indian Institute of Technology, New Delhi, India Abstract This paper describes a method to do location recognition based on images taken from mobile devices. Its usefulness emerges out when we are in a foreign land and because of language barrier we fail to collect relevant information regarding popular monuments or structures. Now searching a matching image would mean comparing earth’s moon with billions of stars in the entire galaxy. It is computationally very expensive to match with billions of images from web. So we devise a hybrid image-keyword-spatial data mechanism for searching. Keywords: image, mobile, searching INTRODUCTION Majority of search engines today use keyword based image searches. Image based techniques often returns unrelated images that are not even near to the searched images. Though these techniques are inherently fast and computationally less expensive, but again these techniques become less relevant when we are in foreign unknown land. Google has a collection of more than a million web pages. These pages have been indexed with text that appears near images or are image caption etc. Google images already contain EXIF data. EXIF format has standard tags for location information. As of 2014 many cameras and most mobile phones have a built-in GPS receiver that stores the location information in the EXIF header when a picture is taken. Some other cameras have a separate GPS receiver that fits into the flash connector or hot shoe. OUR APPROCH: We propose a hybrid approach that can provide content-based image retrieval by combining spatial based, image-based and text-based search. We leverage the fact that there will be redundant landmark images on the web and that a search in a subset of the web will likely find a matching image We first search a set of images obtained by crawling a restricted domain. The domain is selected based on the spatial data obtained either by GPS data of users and using the mobile image send by user for expected application, for example monuments-related sites for a particular geographic location. GPS data are to be used in identifying the region and each region already has a database of geographic locations. This
  • 14. IJDCT International Journal of Jan - Jun 2016 e-ISSN: 2455-7307 www.journalspub.com Mechanical Engineering Chemical Engineering Architecture Applied Mechanics 5 more... 1 more... 2 more... 2 more... 5 more... Computer Science and Engineering Nanotechnology « International Journal of Solid State Materials « International Journal of Optical Sciences Physics Civil Engineering Electrical Engineering Material Sciences and Engineering Chemistry 5 more... 4 more... 3 more... Biotechnology 3 more... Nursing « International Journal of Immunological Nursing « International Journal of Cardiovascular Nursing « International Journal of Neurological Nursing « International Journal of Orthopedic Nursing « International Journal of Oncological Nursing 5 more... 4 more... Subm it Your A rticle2016