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Detecting rule of simplicity from photos

Long Mai, Hoang Le, Yuzhen Niu, Yu-Chi Lai, Feng Liu
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceedings of the 20th ACM international conference on Multimedia - MM &#39;12</a> </i> &nbsp;
In this paper, we present a method to automatically detect whether a photo is composed according to the rule of simplicity.  ...  Our experiments show that our methods, together with these features, provide an encouraging result in detecting the rule of simplicity in a photo.  ...  CONCLUSION In this paper, we presented a method for detecting the rule of simplicity from a photo.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2393347.2396405">doi:10.1145/2393347.2396405</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/MaiLNLL12.html">dblp:conf/mm/MaiLNLL12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iiwpo72vavhmfixvjerkuyodqm">fatcat:iiwpo72vavhmfixvjerkuyodqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160928183027/http://web.cecs.pdx.edu:80/~fliu/papers/acmmm2012.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/40/7f/407f86400c4cc43bcad2ec80bcd98953955f8c1b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2393347.2396405"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

A comprehensive aesthetic quality assessment method for natural images using basic rules of photography

Eftichia Mavridaki, Vasileios Mezaris
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/anlh4tvwprcrtoxv5d4h6a7rye" style="color: black;">2015 IEEE International Conference on Image Processing (ICIP)</a> </i> &nbsp;
Specifically, our method exploits the information derived from both low-and high-level analysis of photo layout, not only for the photo as a whole, but also for specific spatial regions of it.  ...  In this paper we propose a comprehensive photo aesthetic assessment method that represents each photo according to a set of photographic rules.  ...  In [9] , at first the subject of the photograph is detected and then a set of visual features, including features for simplicity and the rule of thirds, is used in order to predict the image's aesthetic  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icip.2015.7350927">doi:10.1109/icip.2015.7350927</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icip/MavridakiM15.html">dblp:conf/icip/MavridakiM15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xmo5lp7thvc2jmdgxvicm3n6yy">fatcat:xmo5lp7thvc2jmdgxvicm3n6yy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170315164712/http://www.iti.gr:80/~bmezaris/publications/icip15_2_preprint.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/eb/f5/ebf5fbeb1bd009cd2f70493efa1ef26eeb38d0aa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icip.2015.7350927"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Automatic Image Cropping using Visual Composition, Boundary Simplicity and Content Preservation Models

Chen Fang, Zhe Lin, Radomir Mech, Xiaohui Shen
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceedings of the ACM International Conference on Multimedia - MM &#39;14</a> </i> &nbsp;
Instead of manually defining rules or score functions for composition, we learn the model from a large set of well-composed images via discriminative classifier training.  ...  In this paper, we propose a new, aesthetic photo cropping system which combines three models: visual composition, boundary simplicity, and content preservation.  ...  Instead of hard coding the cropping rules, we choose to let the system learn those rules from a set of wellcomposed photos from online resources.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2647868.2654979">doi:10.1145/2647868.2654979</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/FangLMS14.html">dblp:conf/mm/FangLMS14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lwjgwqoj3fcu7cbx57dvsmsq4m">fatcat:lwjgwqoj3fcu7cbx57dvsmsq4m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160315023140/http://www.cs.dartmouth.edu/~chenfang/paper_pdf/FLMS_mm14.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/46/a5/46a52a905b071efb858bd76e6d4eababdd386149.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2647868.2654979"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Aesthetics-Based Stereoscopic Photo Cropping for Heterogeneous Displays

Yuzhen Niu, Feng Liu, Wu-Chi Feng, Hailin Jin
<span title="">2012</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sbzicoknnzc3tjljn7ifvwpooi" style="color: black;">IEEE transactions on multimedia</a> </i> &nbsp;
We define a wide range of energy terms to preserve the stereoscopic photo aesthetics by borrowing rules from stereoscopic photography.  ...  We formulate stereoscopic photo adaptation as an optimization problem that aims to preserve the aesthetic value of the input photo.  ...  Bergman for providing their photos for our research and Flickr users, including -ytf-, turbguy, Dan(aka firrs), phe nix, and fossilmike, for letting us use their photos under a Creative Commons license  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmm.2012.2186122">doi:10.1109/tmm.2012.2186122</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/76ne4qfwi5fpfdsbfq347gy454">fatcat:76ne4qfwi5fpfdsbfq347gy454</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921230744/http://vision.ucla.edu/%7Ehljin/papers/mm12.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fd/52/fd52e17d6344908f1194adfc6e071356de81d1ba.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmm.2012.2186122"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

On the Design of a Photo Beauty Measurement Mechanism Based on Image Composition and Machine Learning [chapter]

Chin-Shyurng Fahn, Meng-Luen Wu
<span title="2017-10-25">2017</span> <i title="InTech"> Perception of Beauty </i> &nbsp;
Different from traditional measurements that focus on the quality of captured signals, the beauty of photos is based on high-level concepts from the knowledge of photo aesthetics.  ...  rule generation.  ...  Acknowledgements The authors thank the Ministry of Science and Technology of Taiwan (R. O. C.) for supporting this work in part under Grant MOST 104-2221-E-011-032-MY3.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/intechopen.69502">doi:10.5772/intechopen.69502</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qfay5nwmpzcf7jn5oz3txel6zu">fatcat:qfay5nwmpzcf7jn5oz3txel6zu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190504075243/https://cdn.intechopen.com/pdfs/56000.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0a/aa/0aaa82d11a8454a2b2f45cb8368e951cc64c5864.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/intechopen.69502"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Aesthetics in Digital Photography: A Survey

Madhura Phatak
<span title="2020-02-29">2020</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
Photo aesthetics is an emerging field of research which can categorize large image collections into aesthetically good and bad photographs.  ...  Due to the rise in the popularity of digital cameras and digital photography, there are huge volumes of visual data available on the web.  ...  The composition of an image can be described by :- a) Presence Of A Salient Object: A photo depicting a large salient object that is well separated from its background b) The Rule of Thirds: A photo  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2020.2105">doi:10.22214/ijraset.2020.2105</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/voseaxud3rheliqpl4dckin33u">fatcat:voseaxud3rheliqpl4dckin33u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200307152148/http://ijraset.com/fileserve.php?FID=26733" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2020.2105"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Saliency-enhanced image aesthetics class prediction

Lai-Kuan Wong, Kok-Lim Low
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/anlh4tvwprcrtoxv5d4h6a7rye" style="color: black;">2009 16th IEEE International Conference on Image Processing (ICIP)</a> </i> &nbsp;
We present a saliency-enhanced method for the classification of professional photos and snapshots. First, we extract the salient regions from an image by utilizing a visual saliency model.  ...  We assume that the salient regions contain the photo subject.  ...  Features Depicting Subject-Background Relationship From the survey conducted by Yan et al. [9] , they concluded that simplicity is the most distinguishing factor of professional photos.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icip.2009.5413825">doi:10.1109/icip.2009.5413825</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icip/WongL09.html">dblp:conf/icip/WongL09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q3wfdltv6bg4paiwmyvuhsk2dy">fatcat:q3wfdltv6bg4paiwmyvuhsk2dy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808023927/http://www.comp.nus.edu.sg/~lowkl/publications/wonglk_icip2009.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/38/a4/38a4c854ef08d3c2e71015ff9ae6107c9ecf596c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icip.2009.5413825"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Rule of Thirds Detection from Photograph

Long Mai, Hoang Le, Yuzhen Niu, Feng Liu
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hvpvmtth5ndrjdu4ahfgq3tizm" style="color: black;">2011 IEEE International Symposium on Multimedia</a> </i> &nbsp;
Detecting the rule of thirds from a photo requires semantic content understanding to locate important objects, which is beyond the state of the art.  ...  Our experiment with a variety of saliency and generic objectness methods shows that an encouraging performance can be achieved in detecting the rule of thirds from photos.  ...  Detecting photo composition is important for measuring photo quality [3] , [4] . In this paper, we focus on detecting the rule of thirds from a photo.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ism.2011.23">doi:10.1109/ism.2011.23</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ism/MaiLNL11.html">dblp:conf/ism/MaiLNL11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qaso5uulxjeplpf2zlztlpj2zq">fatcat:qaso5uulxjeplpf2zlztlpj2zq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170813082800/http://web.cecs.pdx.edu/~fliu/papers/ism2011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c8/78/c878526b1f0e8f7441a7db595ce931c9a3a328b8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ism.2011.23"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Transfer in Photography Composition

Hui-Tang Chang, Yu-Chiang Frank Wang, Ming-Syan Chen
<span title="">2014</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceedings of the ACM International Conference on Multimedia - MM &#39;14</a> </i> &nbsp;
Experiments on a variety of images, including transferring the photography composition from real photos, sketches or even paintings, would confirm the effectiveness of our proposed method.  ...  knowledge on photography or predetermined image aesthetics rules.  ...  In other words, if particular photo styles of artistic photos or masterpieces are of interest, taking photos with pre-defined rules will not result in desirable outputs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2647868.2654976">doi:10.1145/2647868.2654976</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/ChangWC14.html">dblp:conf/mm/ChangWC14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/umcrw2fg3vh2xaurgyo3qhri5u">fatcat:umcrw2fg3vh2xaurgyo3qhri5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190218115810/https://static.aminer.org/pdf/20170130/pdfs/mm/ti9uty4qrkgzyx5jbvmxqbaofcgsfv0m.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/40/d4/40d45cad875e4c17c6c3f40284be743188e3294b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2647868.2654976"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Rules of photography for image memorability analysis

Souad Lahrache, Rajae El Ouazzani, Abderrahim El Qadi
<span title="2018-07-01">2018</span> <i title="Institution of Engineering and Technology (IET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dscocsarvbb5boe7eixzypaetu" style="color: black;">IET Image Processing</a> </i> &nbsp;
The authors develop a new approachbased rule of photography to evaluate image memorability.  ...  Photos are becoming more spread with digital age. Cameras, smart phones and Internet provide large dataset of images available to a wide audience.  ...  Simplicity Simplicity is one of the most important photography rules. An image that applies the simplicity rule is an image which contains an object with a simple background [27] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/iet-ipr.2017.0631">doi:10.1049/iet-ipr.2017.0631</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ea3atyw3mjak5h5llilzdl6354">fatcat:ea3atyw3mjak5h5llilzdl6354</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716020134/https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/iet-ipr.2017.0631" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b6/04/b6041f82a9cea1bd14e8cdca07eb51bcc99abc11.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1049/iet-ipr.2017.0631"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Photo and Video Quality Evaluation: Focusing on the Subject [chapter]

Yiwen Luo, Xiaoou Tang
<span title="">2008</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
Various differences exist between photos taken by professionals and amateurs because of the use of photography techniques. Previous methods mainly use features extracted from the entire image.  ...  In this paper, based on professional photography techniques, we first extract the subject region from a photo, and then formulate a number of high-level semantic features based on this subject and background  ...  For Figs. 1a and 1b, the values of f m are 0.11 and 0.35, respectively. (a) An illustration of the Rule of Thirds. (b) A high quality image obeying this rule.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-88690-7_29">doi:10.1007/978-3-540-88690-7_29</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7qwxhomaxjh2rbijwidq5kbt7u">fatcat:7qwxhomaxjh2rbijwidq5kbt7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811012754/http://mmlab.ie.cuhk.edu.hk/pdf/luoT_ECCV08.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8b/2b/8b2b290182d69d2160d727d7ecb10e9ff4587937.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-88690-7_29"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Real-time Guidance Camera Interface to Enhance Photo Aesthetic Quality

Yan Xu, Joshua Ratcliff, James Scovell, Gheric Speiginer, Ronald Azuma
<span title="">2015</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4obeqfuqs5gzbos5ah64a7m57a" style="color: black;">Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems - CHI &#39;15</a> </i> &nbsp;
Using a three-camera array, we developed a photo-taking interface that provides real-time feedback on how to position the subject-of-interest according to a photography composition rule: rule-of-thirds  ...  Expert photographers and Mechanical Turk workers rate the aesthetic quality of these pairs of photos.  ...  Researchers from the image processing community leverage these photography rules, such as rule-of-thirds, simplicity, color compatibility, etc., and train classifiers using large sets of user-rated photos  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2702123.2702418">doi:10.1145/2702123.2702418</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/chi/XuRSSA15.html">dblp:conf/chi/XuRSSA15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/njmdvufznbcm5nzv6ux3aqcy74">fatcat:njmdvufznbcm5nzv6ux3aqcy74</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170307213549/http://ronaldazuma.com/papers/CHI15_paper_final.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/00/7b/007b8e1ee2f0f8432d0da63fa162f13e4ea4cb39.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2702123.2702418"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Modeling Perspective Effects in Photographic Composition

Zihan Zhou, Siqiong He, Jia Li, James Z. Wang
<span title="">2015</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceedings of the 23rd ACM international conference on Multimedia - MM &#39;15</a> </i> &nbsp;
Comparing with existing methods which have focused on basic rules of design such as simplicity, visual balance, golden ratio, and the rule of thirds, our new quantitative model is more comprehensive whenever  ...  Automatic understanding of photo composition is a valuable technology in multiple areas including digital photography, multimedia advertising, entertainment, and image retrieval.  ...  In the literature, most work on image composition understanding has focused on design rules such as the simplicity, visual balance, golden ratio, the rule of thirds, and the use of diagonal lines.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2733373.2806248">doi:10.1145/2733373.2806248</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/ZhouHLW15.html">dblp:conf/mm/ZhouHLW15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cnniawtfandpdoklzcn43yt6li">fatcat:cnniawtfandpdoklzcn43yt6li</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808115735/http://infolab.stanford.edu/~wangz/project/imsearch/Aesthetics/ACMMM15/zhou.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/40/a4/40a4ed38493170fdcd071ce32c1e493743dbc455.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2733373.2806248"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Item Popularity Prediction in E-commerce Using Image Quality Feature Vectors [article]

Stephen Zakrewsky, Kamelia Aryafar, Ali Shokoufandeh
<span title="2016-05-12">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Next, we infer listing quality from the pixel-level information of listed images as quality features. We then compare our findings to text-only models for popularity prediction.  ...  Image characteristics such as color, simplicity, scene composition, texture, style, aesthetics and overall quality play a crucial role in making a purchase decision, clicking on or liking a product listing  ...  FEATURES The quality features extracted from images are composed of a set of hand-crafted features including simplicity, blur, depth of field, rule of thirds, experimental and texture features.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1605.03663v1">arXiv:1605.03663v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6ugsmrwnabbgrmsqqatgj2zr2i">fatcat:6ugsmrwnabbgrmsqqatgj2zr2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200907060545/https://arxiv.org/pdf/1605.03663v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fc/78/fc78001c0ff41b52484095613db8cbd960eb9c73.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1605.03663v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Social event discovery by topic inference

Xueliang Liu, Benoit Huet
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/o53yzhxhwbemxownsy4lul2sma" style="color: black;">2012 13th International Workshop on Image Analysis for Multimedia Interactive Services</a> </i> &nbsp;
In this paper, we address the problem of discovering specific events from social media data automatically.  ...  Based on this assumption, topics are learned from large amounts of automatically collected social data using a LDA model.  ...  The geographic information of these cities (such as the cities geo-coordinates and size) is obtained from Wikipedia. The cities shape is approximated to a circle for simplicity reasons.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wiamis.2012.6226752">doi:10.1109/wiamis.2012.6226752</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wiamis/LiuH12.html">dblp:conf/wiamis/LiuH12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x34zos5bnfb4ffrogildbjj6d4">fatcat:x34zos5bnfb4ffrogildbjj6d4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830041653/http://www.eurecom.fr/fr/publication/3699/download/mm-publi-3699.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e1/96/e19660361be0371bd5de64529e44710ae174709c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wiamis.2012.6226752"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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