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
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
Similar Articles with Keyword 'Visual'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 2623 - 2629Object Detection and Pose Tracking In Augmented Reality
Vipul P.Chauhan, Dr. Manish M. Kayasth
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 9, September 2020
Pages: 1330 - 1335Efficient Image Encryption EIE - Compression System Using Haar Wavelets Using Matlab
Kavita, Anil Vadhwa
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 1303 - 1305Obstacle Detection Technologies to Empower Visually Challenged: A Short Notes
N. Laxmi Manasa
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 3220 - 3224Verifiable Secure Secret Image Sharing Scheme
Angel Rose A, Sinu Maria Kurian
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 2250 - 2253Wikipedia on Lower End Mobile
Rashmi.M, Chaithra M
Similar Articles with Keyword 'Crowdsourcing'
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2084 - 2088A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections
Rupali Tanaji Waghmode, Nikita J. Kulkarni
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016
Pages: 2097 - 2099A Survey of Basic SQL Operators of Crowdsourcing System
Seema Yuvraj Shelar, A. B. Rajmane
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015
Pages: 92 - 94Predictive Models for Behavioral Outcomes through Crowdsourcing
Veena M.E
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 845 - 848A Review Paper on Big Data Analytics
Ankita S. Tiwarkhede, Prof. Vinit Kakde
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 9, September 2016
Pages: 945 - 948Optimized Crowdsourcing Systems for Advanced Structured Query Language Operators
S. Y. Shelar, A. B. Rajmane
Similar Articles with Keyword 'aesthetic'
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2084 - 2088A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections
Rupali Tanaji Waghmode, Nikita J. Kulkarni
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 422 - 425An Empirical Study: Emotional Influence of Indian Classical Raagas on Face
Ashish A. Bardekar
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 6 Issue 7, July 2017
Pages: 320 - 324Vicode: 3D Barcode with Embedded Video Using Histogram Shifting Based Reversible Data Hiding
Haritha H, Anish Kumar B