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Home / programming language / Online Matlab Projects / Retrieval-Based Face Annotation by Weak Label Regularized Local Coordinate Coding
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Retrieval-Based Face Annotation by Weak Label Regularized Local Coordinate Coding

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SKU: PROJ2046 Categories: 2015 Projects, Final Year Projects, 2013 Projects, Digital Image Processing Projects, Online Matlab Projects Tags: academic projects, Android project 2013-2014, Android project Abstract, Android project list, btech projects, dotnet project 2013-2014, dotnet project Abstract, dotnet project list, elysium technologies abstract, elysium technologies chennai, elysium technologies coimbatore, elysium technologies company, elysium technologies courses, elysium technologies erode, elysium technologies inpant traning, elysium technologies internship, elysium technologies jobs, elysium technologies madurai, elysium technologies mou, elysium technologies pondychery, elysium technologies projectlist, elysium technologies projects, elysium technologies ramnad, elysium technologies salem, elysium technologies software, elysium technologies tirunelveli, java project list, java projects 2013-2014, java projects Abstract, madurai software company, matlab project 2013-2014, matlab project Abstract, matlab project list, mtech projects, phd research work, Php project 2013-2014, Php project Abstract, Php project list, Power Electronic project 2013-2014, Power Electronic project Abstract, Power Electronic project list, project center Bangalore, project center chennai, project center coimbatore, project center Erode, project center Hyderabad, project center Kollam, project center madurai, project center Pandicherry, project center ramnad, project center Salem, project center Tiruneveli, project center trichy, research center, Students Projects, Vlsi project 2013-2014, Vlsi project Abstract, Vlsi project list
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Retrieval-Based Face Annotation by Weak Label Regularized Local Coordinate Coding

Abstract— Retrieval-Based Face Annotation by Weak Label Regularized Local Coordinate Coding. Auto face annotation, which aims to detect human faces from a facial image and assign them proper human names, is a fundamental research problem and beneficial to many real-world applications. In this work, we address this problem by investigating a retrieval-based annotation scheme of mining massive web facial images that are freely available over the Internet. In particular, given a facial image, we first retrieve the top n similar instances from a large-scale web facial image database using content-based image retrieval techniques, and then use their labels for auto annotation. Such a scheme has two major challenges: 1) how to retrieve the similar facial images that truly match the query, and 2) how to exploit the noisy labels of the top similar facial images, which may be incorrect or incomplete due to the nature of web images. In this paper, we propose an effective Weak Label Regularized Local Coordinate Coding (WLRLCC) technique, which exploits the principle of local coordinate coding by learning sparse features, < Final Year Projects > and employs the idea of graph-based weak label regularization to enhance the weak labels of the similar facial images. An efficient optimization algorithm is proposed to solve the WLRLCC problem. Moreover, an effective sparse reconstruction scheme is developed to perform the face annotation task. We conduct extensive empirical studies on several web facial image databases to evaluate the proposed WLRLCC algorithm from different aspects. The experimental results validate its efficacy. We share the two constructed databases “WDB” (714,454 images of 6,025 people) and “ADB” (126,070 images of 1,200 people) with the public. To further improve the efficiency and scalability, we also propose an offline approximation scheme (AWLRLCC) which generally maintains comparable results but significantly reduces the annotation time.

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    • Essential: Gather information you input into a contact forms, newsletter and other forms across all pages
    • Essential: Keep track of what you input in shopping cart
    • Essential: Authenticate that you are logged into your user account
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    • Functionality: Remember social media settingsl Functionality: Remember selected region and country
    • Analytics: Keep track of your visited pages and interaction taken
    • Analytics: Keep track about your location and region based on your IP number
    • Analytics: Keep track on the time spent on each page
    • Analytics: Increase the data quality of the statistics functions

    This website won't:

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    This website will:

    • Essential: Remember your cookie permission setting
    • Essential: Allow session cookies
    • Essential: Gather information you input into a contact forms, newsletter and other forms across all pages
    • Essential: Keep track of what you input in shopping cart
    • Essential: Authenticate that you are logged into your user account
    • Essential: Remember language version you selected
    • Functionality: Remember social media settingsl Functionality: Remember selected region and country
    • Analytics: Keep track of your visited pages and interaction taken
    • Analytics: Keep track about your location and region based on your IP number
    • Analytics: Keep track on the time spent on each page
    • Analytics: Increase the data quality of the statistics functions
    • Advertising: Use information for tailored advertising with third parties
    • Advertising: Allow you to connect to social sitesl Advertising: Identify device you are using
    • Advertising: Gather personally identifiable information such as name and location

    This website won't:

    • Remember your login details
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