Computer Vision: Visual Extent of an Object
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2013, Vol 14, Issue 4
Abstract
The visual extent of an object reaches beyond the object itself. It is reflected in image retrieval techniques which combine statistics from the whole image in order to identify the image within. Nevertheless, it is still unclear to what degree and how this visual extent of an object affects the classification performance.Here we analyze the visual extent of an object on the Pascal VOC dataset using bag of words implementation with SIFT Descriptors. Our analysis is performed from two angles: (a) Not knowing the object location, we determine where in the image the support for object classification resides (normal situation) and (b) Assuming that the object location is known, we evaluate he relative potential of the object and its surround, and of the object border and object interior (ideal situation).
Authors and Affiliations
Akshit Chopra
Performance Evaluation of a Distributed System Based UponFault Tree Analysis
Abstract: Distributed Systems is the study of geographically distant processors, connected to one anotherthrough intermediate devices such as routers and/or switches. Simulation provides an insight into the behavio...
Personality Based Dispersed Provable Information Ownership in Multi Distributed Storage
Abstract: The cloud storage administration has turned into a speedier benefit development by giving its components to customer's information. Security protection and information respectability are the two principle issue...
Self Appreciating Concept Based Model For Cross Domain Document Classification
Abstract : In text mining, text categorization is an important technique for classifying the documents. Most of the times statistical approaches that are based on analysis of the term in the form of frequency of th...
An application of flexible query interface to relational databases
Abstract: The use of databases has for long been for the computer elites in the society as well as multinationals that can pay for their services, and these has inhibited the scope and wide use of database applications....
Corporate Policy Governance in Secure MD5 DataChanges and Multi Hand Administration
Abstract: Policy based management is an administrative approach that simplify the management of a givenendeavor by establishing policies to deal with situation that are likely to occur. Most of the social network andmobi...