active learning methods for interactive image retrieval image processing
Thread Rating:
  • 0 Vote(s) - 0 Average
  • 1
  • 2
  • 3
  • 4
  • 5
Active In SP

Posts: 1
Joined: Dec 2010
13-12-2010, 12:33 PM

requestConfusedir please send me full information about this project and implimentation and ppt if possible what are the active methods for interactive image retrieval

my project and implimentation abstract:
title:active learning methods for interactive image retrieval



Active learning methods have been considered with increased interest in the statistical learning community. Initially developed within a classification framework, a lot of extensions are now being proposed to handle multimedia applications. This paper provides algorithms within a statistical framework to extend active learning for online content-based image retrieval (CBIR). The classification framework is presented with experiments to compare several powerful classification techniques in this information retrieval context. Focusing on interactive methods, active learning strategy is then described. The limitations of this approach for CBIR are emphasized before presenting our new active selection process RETIN. First, as any active method is sensitive to the boundary estimation between classes, the RETIN strategy carries out a boundary correction to make the retrieval process more robust. Second, the criterion of generalization error to optimize the active learning selection is modified to better represent the CBIR objective of database ranking. Third, a batch processing of images is proposed. Our strategy leads to a fast and efficient active learning scheme to retrieve sets of online images (query concept). Experiments on large databases show that the RETIN method performs well in comparison to several other active strategies.

Existing System:

In the existing system the CBIR method faced a lot of disadvantage in case of the image retrival. The following are the main disadvantage faced in case of the medical field - Medical image description is an important problem in content-based medical image retrieval. Hierarchical medical image semantic features description model is proposed according to the main sources to get semantic features currently. Hence we propose the new algorithim to over come the existing system.

In existing system ,Images were first annotated with text and then searched using a text-based approach from traditional database management systems.

Proposed System:

 In case of the proposed system we use the following method to improve the efficiency. They are as follows.
 We implemented our models in a CBIR system for a specific application domain, the retrieval of coats of arms. We implemented altogether 19 features, including a color histogram, symmetry features.
• Content-based image retrieval, uses the visual contents of an image such as color, shape, texture, and spatial layout to represent and index the image

Hardware Requirements
• SYSTEM : Pentium IV 2.4 GHz
• MONITOR : 15 VGA colour
• MOUSE : Logitech.
• RAM : 256 MB
• KEYBOARD : 110 keys enhanced.

Software Requirements
 Operating system :- Windows XP Professional
 Front End :- Microsoft Visual Studio .Net 2005
 Coding Language : - C# 2005

Active In SP

Posts: 1
Joined: Feb 2011
28-02-2011, 11:46 AM

kindly send the full project and implimentation report to me please
project report geek
Active In SP

Posts: 17
Joined: Feb 2011
01-03-2011, 12:10 AM

you are lucky yaar!! there is a thread on this topic. please go through the following thread for more information.


Important Note..!

If you are not satisfied with above reply ,..Please


So that we will collect data for you and will made reply to the request....OR try below "QUICK REPLY" box to add a reply to this page

Quick Reply
Type your reply to this message here.

Image Verification
Please enter the text contained within the image into the text box below it. This process is used to prevent automated spam bots.
Image Verification
(case insensitive)

Possibly Related Threads...
Thread Author Replies Views Last Post
Last Post: mkaasees
  IMAGE PROCESSING murali1224 3 907 11-06-2014, 10:15 AM
Last Post: seminar project topic
  image blur reduction using adaptive tonal correction najlaismail 1 2,347 27-03-2014, 07:50 PM
Last Post: Guest
  A PROJECT REPORT ON Income Tax Returns Processing Made Easy Guest 0 536 21-10-2013, 01:17 PM
Last Post: Guest
Smile Image Editor Project Report pkb_09 8 6,457 20-10-2013, 09:40 PM
Last Post: Guest
  packet hiding methods for prevention of selective jamming Reference: http://seminar or presentationp Guest 0 403 06-10-2013, 01:44 PM
Last Post: Guest
Wink image based password authentication for illeterates with touch screen Guest 2 1,200 30-09-2013, 02:51 PM
Last Post: seminar projects maker
  digital image processing full report Guest 1 524 20-09-2013, 10:03 AM
Last Post: seminar projects maker
  Knowledge-Based Interactive Postmining of Association Rules Using Ontologies BARRY 1 244 02-09-2013, 09:45 AM
Last Post: study tips
  visual cryptography for image Guest 1 430 31-07-2013, 09:33 AM
Last Post: study tips