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Intelligent Photographing Interface with On-Device Aesthetic Quality Assessment
[chapter]
2013
Lecture Notes in Computer Science
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This paper proposes a efficient method for instant photo aesthetics quality assessment that can be implemented on general portable devices. ...
Moreover, an aesthetic information display to present the aesthetics evaluation results to users is introduced. ...
Fig. 6 . 6 Assessment examples of proposed instant photo aesthetic quality assessment system. (a) Scenes with different poses (b) Scenes with different background. ...
doi:10.1007/978-3-642-37484-5_43
fatcat:ppc4fgefmzdjtmkp3tfnupjkay
Towards aesthetics
2010
Proceedings of the international conference on Multimedia - MM '10
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before optimizing photo composition; 3) We also incorporate the aesthetic evaluation with other metrics to select quintessential photos for a large collection of photos. ...
The system has three contributions: 1) We propose an aesthetics-based photo assessment algorithm, by considering different aesthetics-related factors, including the technical characteristics of the photo ...
CONCLUSIONS In this paper, we propose an automated system for photo evaluation, photo editing recommendation, and photo selection, based on the assessment of the aesthetic visual quality of consumer photos ...
doi:10.1145/1873951.1874089
dblp:conf/mm/LiLC10
fatcat:xvqlw23ymjeczko7jidcsvd5hy
ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain Adaptation
[article]
2018
arXiv
pre-print
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In this paper, we address a challenging problem of aesthetic image classification, which is to label an input image as high or low aesthetic quality. ...
Thus, it is easy to use a pre-trained GoogLeNet for large-scale image classification problem and fine tune our connected layers on an large scale database of aesthetic related images: AVA, i.e. domain ...
Acknowledgments This work is partially supported by the National Natural Science Foundation of China (Grant Nos. 61402021, 61401228, Parts of this paper have previously appeared in our previous work ...
arXiv:1610.02256v3
fatcat:2f3nmr6oyjbs3objhd3kqg4s6a
Deep Cropping via Attention Box Prediction and Aesthetics Assessment
[article]
2017
arXiv
pre-print
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Via leveraging rich data for attention prediction and aesthetics assessment, the proposed method produces high-quality cropping results, even with the limited availability of training data for photo cropping ...
Then, aesthetics assessment is employed to select the final crop as the one with the best aesthetic quality. ...
Aesthetics Assessment The main goal of aesthetics assessment is to imitate human interpretation of the beauty of natural images. ...
arXiv:1710.08014v1
fatcat:eypiwckpffbrfnrifgvqsodttq
A Deep Network Solution for Attention and Aesthetics Aware Photo Cropping
2018
IEEE Transactions on Pattern Analysis and Machine Intelligence
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By leveraging attention prediction and aesthetics assessment, the cropping model produces high-quality cropping results, even with the limited availability of training data for photo cropping. ...
We study the problem of photo cropping, which aims to find a cropping window of an input image to preserve as much as possible its important parts while being aesthetically pleasant. ...
Image Aesthetics Assessment The main goal of aesthetics assessment is to imitate human's interpretation of the beauty of natural images. ...
doi:10.1109/tpami.2018.2840724
pmid:29993710
fatcat:rafmww2mrzf5vgxhmndg6um74u
A comprehensive aesthetic quality assessment method for natural images using basic rules of photography
2015
2015 IEEE International Conference on Image Processing (ICIP)
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In this paper we propose a comprehensive photo aesthetic assessment method that represents each photo according to a set of photographic rules. ...
Index Terms-No-Reference image aesthetic quality assessment, photography, rules of photography, support vector machine. ...
INTRODUCTION Photo aesthetic quality assessment is an emerging task in the field of image processing. ...
doi:10.1109/icip.2015.7350927
dblp:conf/icip/MavridakiM15
fatcat:xmo5lp7thvc2jmdgxvicm3n6yy
A-Lamp: Adaptive Layout-Aware Multi-patch Deep Convolutional Neural Network for Photo Aesthetic Assessment
2017
2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
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Extensive experiments on the largescale aesthetics assessment benchmark (AVA) demonstrate significant performance improvement over the state-of-theart in photo aesthetic assessment. ...
In this paper, we present an Adaptive Layout-Aware Multi-Patch Convolutional Neural Network (A-Lamp CNN) architecture for photo aesthetic assessment. ...
From the predicted aesthetic score Figure 7 . Results of predicted photos. The top two rows are predicted photos with high aesthetic scores. ...
doi:10.1109/cvpr.2017.84
dblp:conf/cvpr/MaLC17
fatcat:brvylnil7zd6xogxycbiuq7zrq
A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment
[article]
2017
arXiv
pre-print
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Extensive experiments on the large-scale aesthetics assessment benchmark (AVA) demonstrate significant performance improvement over the state-of-the-art in photo aesthetic assessment. ...
In this paper, we present an Adaptive Layout-Aware Multi-Patch Convolutional Neural Network (A-Lamp CNN) architecture for photo aesthetic assessment. ...
From the predicted aesthetic score Figure 7 . Results of predicted photos. The top two rows are predicted photos with high aesthetic scores. ...
arXiv:1704.00248v1
fatcat:vnigeoizkfcmxfqxc4dk72zl3i
Relationship Between Visual Complexity and Aesthetics: Application to Beauty Prediction of Photos
[chapter]
2015
Lecture Notes in Computer Science
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Complexity is believed to be an important indicator of aesthetic assessment and widely used. ...
thousands of photos. ...
For "Cityscape" and "Landscape" categories, the ascending trends have clear statistical significance, except that aesthetic assessment expectations of photos with intermediate complexity levels may be ...
doi:10.1007/978-3-319-16178-5_2
fatcat:zt4juhaooncw7kbhlldxyw6epa
Exploring to establish an appropriate model for image aesthetic assessment via CNN-based RSRL: An empirical study
[article]
2021
arXiv
pre-print
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To establish an appropriate model for photo aesthetic assessment, in this paper, a D-measure which reflects the disentanglement degree of the final layer FC nodes of CNN is introduced. ...
Moreover, the FD-determined optimal models with the comparatively high FD always have the FFP an AIR which are close to the human's aesthetic perception when enjoying photos. ...
In order to improve the learning efficiency during the training process, a multi-patch aggregation method for image aesthetic assessment with preserving the original aspect ratio is proposed [5] . ...
arXiv:2106.03316v2
fatcat:dbxm4u4c6bh6lhpcld3m75fcq4
Aesthetic Quality Assessment for Group photograph
[article]
2020
arXiv
pre-print
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Then we combined them and 83 generic aesthetic features to build two aesthetic assessment models. We also constructed a large dataset of group photographs - GPD- annotated with the aesthetic score. ...
Image aesthetic quality assessment has got much attention in recent years, but not many works have been done on a specific genre of photos: Group photograph. ...
Acknowledgments This research was partially supported by National Natural Science Foundation of China [Grant No. 61771340,61602344] and Natural Science Foundation ...
arXiv:2002.01096v1
fatcat:dgw6x45eqvfzto52gltyxieypq
Study on Aesthetic Analysis of Photographic Images Techniques to Produce High Dynamic Range Images
2017
International Journal of Computer Applications
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There are number of methods introduced under different categories for automated aesthetic analysis of photographic images with goal of generating more appealing images such as HDR. ...
In this paper, first we are presenting details on Aesthetic Quality Assessment and Attributes, then different aesthetic analysis methods have been studied. ...
Author introduced the method for assessing the aesthetic quality of a photo based on the photo"s color harmony, called as "bags-of-colorpatterns." ...
doi:10.5120/ijca2017913020
fatcat:m5axkbiizvfvpn6rolmixg7at4
Relative features for photo quality assessment
2012
2012 19th IEEE International Conference on Image Processing
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Automatic evaluation of photo aesthetic quality is a challenging problem in multimedia computing. ...
Numerous aesthetic features have been proposed in previous works but the features are extracted solely from the photo under evaluation. ...
The second experiment evaluates the feasibility of relative features for assessing a photo's aesthetic quality. ...
doi:10.1109/icip.2012.6467496
dblp:conf/icip/YehC12a
fatcat:ca2imwlohbayfeg65vhydsq2gu
Correlations between aesthetic preferences of river and landscape characters
2012
Journal of Environmental Engineering and Landscape Management
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Some landscape characters put great influences on the aesthetic preferences of a river. Finding out these characters will provide for river landscape design and management with explicit keystones. ...
The results demonstrate that the aesthetic preferences of photos judged one-by-one and judged together receive similar results; the preference scores of deflective views are significantly higher than the ...
Acknowledgements We would like to thank the hundreds of anonymous respondents for landscape assessment. This research was supported by the National Nature Science Foundation of China (50908225). ...
doi:10.3846/16486897.2012.695738
fatcat:b3ram3muincatmfp4pah3fgcwq
Assessment of Aesthetic Quality of Forest Areas Using Aerial Photograph Image Data
2013
FORMATH
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This study proposes a new approach to assess the aesthetic quality of forest areas using false color infrared aerial photographs and image analysis techniques. ...
Results suggest a number of these indicators, including spatial patterns, crown conditions, and percent crown cover, can quickly and efficiently be assessed using readily available aerial photography databases ...
To efficiently create these maps-to assign different levels of aesthetic value to forests over space-we need a tool and a methodology for spatial aesthetic quality assessment that is consistent with common ...
doi:10.15684/formath.12.55
fatcat:ogai554q4ne5hmng4q3tigr5ga
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