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IJSTR >> Volume 10 - Issue 6, June 2021 Edition

International Journal of Scientific & Technology Research  
International Journal of Scientific & Technology Research

Website: http://www.ijstr.org

ISSN 2277-8616

Exploring World Men’s Fashion Styles From Millions Of Images From Social Site

[Full Text]



Sonilasahar,MuhammadSaleem , Sneelakousar,RanaMudassarRasool , RiffatHanifMubasher Malik



images, fashion style, social style, men’s clothes, dataset



Everyday a number of users upload their images on social sharing platforms. Billions of images are uploaded daily and these images depict a lot of information about the culture and living style of different people living in different regions of the world. In this paper we investigate the current style or trends worldwide. In order to analyze the Men’s clothes styles we presented a framework for millions of photos for all over the world. To analyze the Men’s clothes and draw a result we used a huge dataset having a large number of photos. To discover consistent style clusters we also present a method that helps to find correlations in a dataset. We analyze millions of photos shared by different people on different platforms to derive visual insight.



[1] Y. K. S. Jean-Baptiste Michel, "Quantitative Analysis of Culture Using Millions of Digitized Books," 2011.
[2] M. W. M. Scott A. Golder*, "Diurnal and Seasonal Mood Vary with Work, Sleep, and Daylength Across Diverse Cultures," Science, 2011.
[3] C. S. S. G. A. S. J. A. E. A. A. DOERSCH, "What makes Paris look like Paris?," Communications of the ACM, 2015.
[4] G. Wang, Y. Xiong, J. Yun and J. R. Cavallaro, "Accelerating computer vision algorithms using OpenCL framework on the mobile GPU - A case study," IEEE.
[5] S. R. K. S. S. Y. B. A. E. A. GINOSAR, "A Century of Portraits: A Visual Historical Record of American High School Yearbooks," Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops, 2015, pp. 1-7, 2015.
[6] J. K. Y. W. D. C. J. D. E. L. A. L. F.-F. Timnit Gebru, "Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US," 2017.
[7] J.-Y. L. Y. J. A. E. A. A. ZHU, "AverageExplorer: interactive exploration and alignment of visual data collections," ACM Transactions on Graphics, 2014.
[8] S. G. A. A. E. A. A. SINGH, "Unsupervised discovery of mid-level discriminative patches," ECCV, 2012.
[9] ,. E. A. R. R. A. A. Sean M. Arietta, "City Forensics: Using Visual Elements to Predict Non-Visual City Attributes," IEEE, 2014.
[10] J. P. R. R. C. H. Nikhil Naik, "Streetscore - Predicting the Perceived Safety of One Million Streetscapes," IEEE, 2014.
[11] A. N. N. P. D. R. R. A. H. DUBEY, "Deep Learning the City: Quantifying Urban Perception at a Global Scale," ECCV, 2016.
[12] H. K. M. C. D. J. A. L. ZHANG, ". Mining photo-sharing websites to study ecological," WWW, 2012.
[13] C. J. N. A. P. R. 2. MURDOCK, "Building dynamic cloud maps from the ground up," ICCV, 2015.
[14] M. T. G. C. S. R. A. J. ISLAM, "Large-scale geo-facial image analysis.," 2015.
[15] T. W. S. Z. M. A. J. N. 2. SALEM, "Analyzing human appearance as a cue for dating images," WAVC, 2016.
[16] H. G. A. A. G. B. CHEN, " Describing clothing by sematic attributes," ECCV, 2012.
[17] L. M. S. A. M. J. BOURDEV, "Describing people:Poselet-based attribute classification.," ICCV, 2011.
[18] L. D. M. L. C. W. C. BOSSARD, " Apparel classification with styles," Asian Conf. on Computer Vision, 2013.
[19] N. P. M. R. M. D. T. A. ZHANG, " Panda: Pose aligned networks for deep modeling attribute," CVPR, 2014.
[20] K. K. M. O. L. A. B. T. YAMAGUCHI, "Parsing clothing in fashion photographs," CVPR, 2012.
[21] K. K. M. A. B. T. YAMAGUCHI, "Paper doll parsing: Retrieving similar styles to parse clothing items.," ICCV, 2013.
[22] W. L. P. A. L. L. YANG, "Clothing co-parsing by joint image segmentation and labeling.," CVPR, 2014.
[23] W. W. C. B. A. P. R. A. S. DI, "Style finder: Fine-grained clothing styl," CVPR, 2013.
[24] S. Y. K. B. A. A. B. T. VITTAYAKORN, " Runway to Realway: Visual analysis of fashion," WAVC, 2015.
[25] M. H. H. X. L. S. B. A. C. KIAPOUR, "Where to Buy It: Matching street clothing photos in online shops.," ICCV, 2015.
[26] A. S. I. A. H. G. E. KRIZHEVSKY, "ImageNet classification with deep convolutional neural networks," NIPS, 2012.