A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 11, November 2014

A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections

Rupali Tanaji Waghmode, Nikita J. Kulkarni

We present a new approach for selecting images which are suitable for inclusion in the visual summaries. This approach is designed on the basis of how people generally think of summarizing image collections. For obtaining large number of manually created visual image summaries and criteria which guide users for selection of images we use Amazon Mechanical Turk Crowd sourcing platform. This technique utilize the content and context of images, image popularities, similarities between images, sentimental analysis. We describe images not only on the basis of their properties but also we consider the fact behind images that are related semantically. This increases efficiency and enables aesthetic appeal, proliferation of sentiment, and various emotions associated with a particular group of images. We examine the trend of a low inter-user contract, which is helping to make a computerized evaluation of aesthetic summaries and propose a solution influenced by the text summarization and machine interpretation communities. The studies conducted on a collection of geo-referenced Flickr image collections demonstrate the potency of our image selection approach.

Keywords: Visual, Crowdsourcing, aesthetic, user-informed image selection, set evaluation

Edition: Volume 3 Issue 11, November 2014

Pages: 2084 - 2088

Share this Article

How to Cite this Article?

Rupali Tanaji Waghmode, Nikita J. Kulkarni, "A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=OCT141369, Volume 3 Issue 11, November 2014, 2084 - 2088

92 PDF Views | 62 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Visual'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2623 - 2629

Object Detection and Pose Tracking In Augmented Reality

Vipul P.Chauhan, Dr. Manish M. Kayasth

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 9, September 2020

Pages: 1330 - 1335

Efficient Image Encryption EIE - Compression System Using Haar Wavelets Using Matlab

Kavita, Anil Vadhwa

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 1303 - 1305

Obstacle Detection Technologies to Empower Visually Challenged: A Short Notes

N. Laxmi Manasa

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 3220 - 3224

Verifiable Secure Secret Image Sharing Scheme

Angel Rose A, Sinu Maria Kurian

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2250 - 2253

Wikipedia on Lower End Mobile

Rashmi.M, Chaithra M

Share this Article

Similar Articles with Keyword 'Crowdsourcing'

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2084 - 2088

A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections

Rupali Tanaji Waghmode, Nikita J. Kulkarni

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 2097 - 2099

A Survey of Basic SQL Operators of Crowdsourcing System

Seema Yuvraj Shelar, A. B. Rajmane

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015

Pages: 92 - 94

Predictive Models for Behavioral Outcomes through Crowdsourcing

Veena M.E

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 845 - 848

A Review Paper on Big Data Analytics

Ankita S. Tiwarkhede, Prof. Vinit Kakde

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 9, September 2016

Pages: 945 - 948

Optimized Crowdsourcing Systems for Advanced Structured Query Language Operators

S. Y. Shelar, A. B. Rajmane

Share this Article

Similar Articles with Keyword 'aesthetic'

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2084 - 2088

A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections

Rupali Tanaji Waghmode, Nikita J. Kulkarni

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 422 - 425

An Empirical Study: Emotional Influence of Indian Classical Raagas on Face

Ashish A. Bardekar

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 6 Issue 7, July 2017

Pages: 320 - 324

Vicode: 3D Barcode with Embedded Video Using Histogram Shifting Based Reversible Data Hiding

Haritha H, Anish Kumar B

Share this Article
Top