Sort story: Sorting jumbled images and captions into stories, 2016. ,
Wasserstein GAN, 2017. ,
Two-scale tone management for photographic look, ACM Transactions on Graphics (TOG), vol.25, issue.3, pp.637-645, 2006. ,
PhotoMesa: A Zoomable Image Browser Using Quantum Treemaps and Bubblemaps, The Craft of Information Visualization, pp.66-75, 2003. ,
A framework for photo-quality assessment and enhancement based on visual aesthetics, Proceedings of the international conference on Multimedia -MM '10, p.271, 2010. ,
Towards a comprehensive computational model foraesthetic assessment of videos, Proceedings of the 21st ACM international conference on Multimedia, pp.361-364, 2013. ,
Numerical methods for least squares problems, vol.51, 1996. ,
Event Recognition in Photo Collections with a Stopwatch HMM, 2013 IEEE International Conference on Computer Vision, pp.1193-1200, 2013. ,
Computational and experimental approaches to visual aesthetics, In: Frontiers in computational neuroscience, vol.11, p.102, 2017. ,
Learning photographic global tonal adjustment with a database of input/output image pairs, Computer Vision and Pattern Recognition (CVPR), pp.97-104, 2011. ,
Annotating collections of photos using hierarchical event and scene models, 26 th IEEE Conference on Computer Vision and Pattern Recognition, 2008. ,
Investigating human behaviors in selecting personal photos to preserve memories, 2015 IEEE International Conference on Multimedia and Expo Workshops, 2015. ,
To keep or not to keep: An expectationoriented photo selection method for personal photo collections, Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, pp.187-194, 2015. ,
LIBSVM: A library for support vector machines, In: ACM Transactions on Intelligent Systems and Technology, vol.2, p.27, 2011. ,
Automatic triage for a photo series, In: ACM Transactions on Graphics (TOG), vol.35, p.148, 2016. ,
Aesthetic Critiques Generation for Photos, 2017 IEEE International Conference on, pp.3534-3543 ,
Quantitative analysis of automatic image cropping algorithms: A dataset and comparative study, Applications of Computer Vision (WACV, pp.226-234, 2017. ,
Size does matter: How image size affects aesthetic perception?, In: Proceedings of the 21st ACM international conference on Multimedia, pp.53-62, 2013. ,
Automatic Selection of Representative Photo and Smart Thumbnailing Using Near-duplicate Detection, Proceedings of the 16 th ACM International Conference on Multimedia. MM '08, pp.829-832, 2008. ,
A coefficient of agreement for nominal scales, In: Educational and psychological measurement, vol.20, pp.37-46, 1960. ,
Temporal Event Clustering for Digital Photo Collections, ACM Transactions on Multimedia Computing, vol.1, issue.3, pp.269-288, 2005. ,
Algorithmic inferencing of aesthetics and emotion in natural images: An exposition, 15th IEEE International Conference on, pp.105-108, 2008. ,
ACQUINE: Aesthetic Quality Inference Engine -Real-time Automatic Rating of Photo Aesthetics, Proceedings of the International Conference on Multimedia Information Retrieval. MIR '10, pp.421-424, 2010. ,
Studying aesthetics in photographic images using a computational approach, Computer Vision-ECCV 2006, pp.288-301, 2006. ,
Predicting Interestingness of Visual Content, Visual Content Indexing and Retrieval with Psycho-Visual Models, pp.233-265, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01497425
Image aesthetic assessment: An experimental survey, IEEE Signal Processing Magazine, vol.34, pp.80-106, 2017. ,
Aesthetic-driven image enhancement by adversarial learning, 2018 ACM Multimedia Conference on Multimedia Conference, pp.870-878, 2018. ,
High Level Describable Attributes for Predicting Aesthetics and Interestingness, Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition. CVPR '11, pp.1657-1664, 2011. ,
Photo quality assessment with DCNN that understands image well, International Conference on Multimedia Modeling, pp.524-535, 2015. ,
Within the frame: the journey of photographic vision. New Riders, 2009. ,
Non-metric affinity propagation for unsupervised image categorization, IEEE 11 th International Conference on Computer Vision, pp.1-8, 2007. ,
Hierarchical Photo Organization Using Geo-relevance, Proceedings of the 15 th annual ACM international symposium on Advances in geographic information systems, p.18, 2007. ,
Selfie Guidance System in Good Head Postures, IUI Workshops, 2018. ,
Intelligent Portrait Composition Assistance: Integrating Deep-learned Models and Photography Idea Retrieval, Proceedings of the on Thematic Workshops of ACM Multimedia, pp.17-25, 2017. ,
Colour mapping: A review of recent methods, extensions and applications, Computer Graphics Forum, vol.35, pp.59-88, 2016. ,
An introduction to ROC analysis, In: Pattern recognition letters, vol.27, issue.8, pp.861-874, 2006. ,
The equivalence of weighted kappa and the intraclass correlation coefficient as measures of reliability, Educational and psychological measurement, vol.33, pp.613-619, 1973. ,
The photographer's eye : composition and design for better digital photos, 2007. ,
The Photographer's Mind. Ilex, 2010. ,
Clustering by Passing Messages Between Data Points, In: Science, vol.315, pp.972-976, 2007. ,
Requirements for photoware, Proceedings of the 2002 ACM conference on Computer supported cooperative work -CSCW '02, pp.166-175, 2002. ,
Learning personalized expectation-oriented photo selection models for personal photo collections, 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). July, pp.1-6, 2015. ,
Aesthetics of spatial composition: Facing, position, and context, and the theory of representational fit, 2011. ,
Improving shape deformation in unsupervised image-to-image translation, Proceedings of the European Conference on Computer Vision (ECCV), pp.649-665, 2018. ,
CAT: A Hierarchical Image Browser Using a Rectangle Packing Technique, Information Visualisation, 2008. IV'08. 12 th International Conference. IEEE, pp.82-87, 2008. ,
Hidden Markov Model for Event Photo Stream Segmentation, pp.25-30, 2012. ,
How Do People Organize Their Photos in Each Event and How Does It Affect Storytelling, Searching and Interpretation Tasks?, In: Proceedings of the 12 th ACM/IEEE-CS Joint Conference on Digital Libraries. JCDL '12, pp.315-324, 2012. ,
All that glitters: A review of psychological research on the aesthetics of the golden section, In: Perception, vol.24, pp.937-968, 1995. ,
Improved Training of Wasserstein GANs, Advances in Neural Information Processing Systems, pp.5767-5777, 2017. ,
Understanding deep representations learned in modeling users likes, IEEE Transactions on Image Processing, vol.25, pp.3762-3774, 2016. ,
The interestingness of images, Proceedings of the IEEE International Conference on Computer Vision, pp.1633-1640, 2013. ,
Measuring colorfulness in natural images, Human vision and electronic imaging VIII, vol.5007, pp.87-96, 2003. ,
Viewpoint Selection for Photographing Architectures, 2017. ,
Deep residual learning for image recognition, Proceedings of the IEEE conference on computer vision and pattern recognition, pp.770-778, 2016. ,
Snap and share your photobooks, Proceedings of the 16th ACM international conference on Multimedia, pp.409-418, 2008. ,
Defining Computational Aesthetics, Proceedings of the First Eurographics Conference on Computational Aesthetics in Graphics, Visualization and Imaging. Computational Aesthetics'05. Eurographics Association, pp.13-18, 2005. ,
Mobilenets: Efficient convolutional neural networks for mobile vision applications, 2017. ,
Comparing partitions, In: Journal of classification, vol.2, issue.1, pp.193-218, 1985. ,
Improved Training of Wasserstein GANs in Pytorch, 2019. ,
Light-science and magic, 2011. ,
DSLR-quality photos on mobile devices with deep convolutional networks, the IEEE Int. Conf. on Computer Vision (ICCV, 2017. ,
WESPE: weakly supervised photo enhancer for digital cameras, 2017. ,
What makes an image memorable?, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.145-152, 2011. ,
Understanding and predicting interestingness of videos, Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013. ,
Image aesthetic predictors based on weighted CNNs, 2016 IEEE International Conference on Image Processing (ICIP), pp.2291-2295, 2016. ,
California-ND: An annotated dataset for near-duplicate detection in personal photo collections, 2013 Fifth International Workshop on Quality of Multimedia Experience (QoMEX), pp.142-147, 2013. ,
Aesthetics and emotions in images, IEEE Signal Processing Magazine, vol.28, pp.94-115, 2011. ,
Real-time Analysis and Visualization of the YFCC100M Dataset, Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, pp.25-30, 2015. ,
Deep aesthetic quality assessment with semantic information, IEEE Transactions on Image Processing, vol.26, pp.1482-1495, 2017. ,
The design of high-level features for photo quality assessment, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.419-426, 2006. ,
The digital photography book. the step-by-step secrets for how to make your photos look like the pros, 2013. ,
The problem of m rankings, The annals of mathematical statistics, vol.10, pp.275-287, 1939. ,
Understanding and Predicting Image Memorability at a Large Scale, 2015 IEEE International Conference on Computer Vision (ICCV), pp.2390-2398, 2015. ,
Understanding photowork, Proceedings of the SIGCHI conference on Human Factors in computing systems -CHI '06, pp.761-770, 2006. ,
Photo Aesthetics Ranking Network with Attributes and Content Adaptation, Computer Vision -ECCV 2016, pp.662-679, 2016. ,
Advanced engineering mathematics, 2007. ,
Image browsing using hierarchical clustering, Proceedings IEEE International Symposium on Computers and Communications, pp.301-307, 1999. ,
Imagenet classification with deep convolutional neural networks, Advances in neural information processing systems, pp.1097-1105, 2012. ,
Meaningful presentations of photo libraries: rationale and applications of bi-level radial quantum layouts, Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries, pp.188-196, 2005. ,
Context-aware clustering and assessment of photo collections, Proceedings of the symposium on Computational Aesthetics, p.6, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01651171
Image Selection in Photo Albums, Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, pp.397-404, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01934286
Context in Photo Albums: Understanding and Modeling User Behavior in Clustering and Selection, In: ACM Transactions on Applied Perception, vol.16, p.11, 2019. ,
The Measurement of Observer Agreement for Categorical Data, In: Biometrics, vol.33, pp.159-174, 1977. ,
Automatic content-aware color and tone stylization, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.2470-2478, 2016. ,
A method for the solution of certain non-linear problems in least squares, Quarterly of applied mathematics, vol.2, issue.2, pp.164-168, 1944. ,
The earth mover's distance is the mallows distance: Some insights from statistics, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001, vol.2, pp.251-256, 2001. ,
Towards Aesthetics: a Photo Quality Assessment and Photo Selection System, Proceedings of the international conference on Multimedia -MM '10, p.827, 2010. ,
A2-RL: Aesthetics Aware Reinforcement Learning for Automatic Image Cropping, 2017. ,
Automatic summarization for personal digital photos, ICICS-PCM 2003 -Proceedings of the 2003 Joint Conference of the 4th International Conference on Information, Communications and Signal Processing and 4th Pacific-Rim Conference on Multimedia, vol.3, pp.1536-1540, 2003. ,
Guided Selfies using Models of Portrait Aesthetics, Proceedings of the 2017 Conference on Designing Interactive Systems, pp.179-190, 2017. ,
Generative semantic manipulation with mask-contrasting GAN, Proceedings of the European Conference on Computer Vision (ECCV), pp.558-573, 2018. ,
Precise recovery of latent vectors from generative adversarial networks, 2017. ,
Realtime Aesthetic Image Retargeting, In: Computational Aesthetics, vol.10, pp.1-8, 2010. ,
Assessment of photo aesthetics with efficiency, Pattern Recognition (ICPR), 2012 21st International Conference on, pp.2186-2189, 2012. ,
Intelligent photographing interface with on-device aesthetic quality assessment, Asian Conference on Computer Vision, pp.533-544, 2012. ,
Automated event clustering and quality screening of consumer pictures for digital albuming, IEEE Transactions on Multimedia, vol.5, issue.3, pp.390-402, 2003. ,
Tell me what you like and I'll tell you what you are: discriminating visual preferences on Flickr data, Asian Conference on Computer Vision, pp.45-56, 2012. ,
Faved! biometrics: Tell me which image you like and i'll tell you who you are, IEEE Transactions on Information Forensics and Security, vol.9, pp.364-374, 2014. ,
Object recognition from local scale-invariant features, Proceedings of the Seventh IEEE International Conference on Computer Vision, vol.2, pp.1150-1157, 1999. ,
On shape and the computability of emotions, Proceedings of the 20th ACM international conference on Multimedia, pp.229-238, 2012. ,
RAPID: Rating Pictorial Aesthetics using Deep Learning, Proceedings of the ACM International Conference on Multimedia -MM '14, pp.457-466, 2014. ,
Deep Multipatch Aggregation Network for Image Style, Aesthetics, and Quality Estimation, Proceedings of the IEEE International Conference on Computer Vision, pp.990-998, 2015. ,
Rating image aesthetics using deep learning, IEEE Transactions on Multimedia, vol.17, pp.2021-2034, 2015. ,
From Comparing Clusterings to Combining Clusterings, Proceedings of the 23 rd National Conference on Artificial Intelligence, vol.2, pp.665-670, 2008. ,
Subject content-based intelligent cropping of digital photos, IEEE, pp.2218-2221, 2007. ,
Content-based photo quality assessment, Computer Vision (ICCV), pp.2206-2213, 2011. ,
Photo and Video Quality Evaluation: Focusing on the Subject, Computer Vision -ECCV 2008. ECCV '08, pp.386-399, 2008. ,
Learning relative aesthetic quality with a pairwise approach, International Conference on Multimedia Modeling, pp.493-504, 2016. ,
A-lamp: Adaptive layout-aware multi-patch deep convolutional neural network for photo aesthetic assessment, Proc. IEEE Conf. Comput. Vis. Pattern Recognit.(CVPR, pp.722-731, 2017. ,
Visualizing data using t-SNE, In: Journal of machine learning research, vol.9, pp.2579-2605, 2008. ,
Affective Image Classification Using Features Inspired by Psychology and Art Theory, Proceedings of the 18th ACM International Conference on Multimedia. MM '10, pp.83-92, 2010. ,
Composition-Preserving Deep Photo Aesthetics Assessment, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.497-506, 2016. ,
Learning Photography Aesthetics with Deep CNNs, 2017. ,
Learning beautiful ( and ugly ) attributes, British Machine Vision Conference, pp.1-11, 2013. ,
Assessing the aesthetic quality of photographs using generic image descriptors, Proceedings of the IEEE International Conference on Computer Vision, pp.1784-1791, 2011. ,
No-Reference Blur Assessment In Natural Images Using Fourier Transform And Spatial Pyramids, Image Processing (ICIP), 2014 IEEE International Conference on. IEEE, pp.566-570, 2014. ,
A comprehensive aesthetic quality assessment method for natural images using basic rules of photography, 2015 IEEE International Conference on Image Processing (ICIP). Icip. IEEE, pp.887-891, 2015. ,
The psychometrics of photographic cropping: The influence of colour, meaning, and expertise, In: Perception, vol.40, pp.0-0, 2011. ,
Give and Take: A Study of Consumer Photo-sharing Culture and Practice, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. CHI '07, pp.347-356, 2007. ,
Towards computational models of the visual aesthetic appeal of consumer videos, European Conference on Computer Vision, pp.1-14, 2010. ,
A deep architecture for unified aesthetic prediction, 2017. ,
AVA: A large-scale database for aesthetic visual analysis, 2012 IEEE Conference on Computer Vision and Pattern Recognition, pp.2408-2415, 2012. ,
Photos to Remember, Photos to Forget, IEEE MultiMedia, vol.22, pp.6-11, 2015. ,
PoB: Toward Reasoning Patterns of Beauty in Image Data, 2018. ,
, ACM Multimedia Conference on Multimedia Conference, pp.1786-1793, 2018.
Learning to photograph: A compositional perspective, IEEE Transactions on Multimedia, vol.15, pp.1138-1151, 2013. ,
Sensationbased photo cropping, Proceedings of the 17th ACM international conference on Multimedia, pp.669-672, 2009. ,
Aesthetic quality classification of photographs based on color harmony, Computer Vision and Pattern Recognition (CVPR), pp.33-40, 2011. ,
Conditional image synthesis with auxiliary classifier GANs, Proceedings of the 34th International Conference on Machine Learning, vol.70, pp.2642-2651, 2017. ,
Visual aesthetics and human preference, In: Annual Review of Psychology, vol.64, pp.77-107, 2012. ,
Personalized Image Aesthetic Quality Assessment by Joint Regression and Ranking, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV, pp.1206-1214, 2017. ,
Toward correlating and solving abstract tasks using convolutional neural networks, Applications of Computer Vision (WACV), pp.1-9, 2016. ,
Aesthetic primitives of images for visualization, Proceedings of the International Conference on Information Visualisation, pp.316-325, 2007. ,
Learning to see creatively : design, color & composition in photography, 2003. ,
Understanding exposure : how to shoot great photographs with any camera, 2010. ,
AutoAlbum: Clustering digital photographs using probabilistic model merging, Proceedings -IEEE Workshop on Content-Based Access of Image and Video Libraries, pp.96-100, 2000. ,
PhotoTOC: automatic clustering for browsing personal photographs, Proceedings of the 2003 Joint Conference of the 4 th International Conference on Information, Communications and Signal Processing and 4 th Pacific-Rim Conference on Multimedia 1, pp.6-10, 2003. ,
Automatic creation of photo books from stories in social media, ACM Transactions on Multimedia Computing, vol.1, pp.1-18, 2011. ,
Fine-tuning CNN Image Retrieval with No Human Annotation, IEEE Transactions on Pattern Analysis and Machine Intelligence, pp.1-1, 2018. ,
Bridging the aesthetic gap: The wild beauty of web imagery, Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, pp.242-250, 2017. ,
The beauty of capturing faces: Rating the quality of digital portraits, 11 th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), vol.1, pp.1-8, 2015. ,
What Makes Photo Cultures Different?, In: Proceedings of the 24th ACM International Conference on Multimedia. MM '16, pp.287-291, 2016. ,
Personalized image aesthetics, Proceedings of the IEEE International Conference on Computer Vision, pp.638-647, 2017. ,
Learning to select and order vacation photographs, Proceedings -2015 IEEE Winter Conference on Applications of Computer Vision, vol.2015, pp.510-517, 2015. ,
Data-Driven Automatic Cropping Using Semantic Composition Search, Computer Graphics Forum, vol.34, issue.1, pp.141-151, 2015. ,
Semantic analysis and retrieval in personal and social photo collections, Multimedia Tools and Applications, vol.51, pp.5-33, 2011. ,
Gaze-based interaction for semi-automatic photo cropping, Proceedings of ACM CHI 2006 Conference on Human Factors in Computing Systems, pp.771-780, 2006. ,
From snapshots to social media-the changing picture of domestic photography, 2011. ,
Will people like your image? learning the aesthetic space, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), pp.2048-2057, 2018. ,
Attention-based Multi-Patch Aggregation for Image Aesthetic Assessment, 2018 ACM Multimedia Conference on Multimedia Conference, pp.879-886, 2018. ,
Learning Visual Storylines with Skipping Recurrent Neural Networks, 2016. ,
Image aesthetics depends on context, 2015 IEEE International Conference on Image Processing (ICIP), pp.3788-3792, 2015. ,
Very Deep Convolutional Networks for Large-Scale Image Recognition, In: ImageNet Challenge, pp.1-10, 2014. ,
Summarization of personal photologs using multidimensional content and context, p.4, 2011. ,
Personal photo album summarization, Proceedings of the seventeen ACM international conference on Multimedia -MM '09, p.1131, 2009. ,
To click or not to click: Automatic selection of beautiful thumbnails from videos, Proceedings of the 25 th ACM International on Conference on Information and Knowledge Management, pp.659-668, 2016. ,
Computational beauty: Aesthetic judgment at the intersection of art and science, Workshop at the European Conference on Computer Vision, pp.35-53, 2014. ,
Scenic Photo Quality Assessment with Bag of Aesthetics-preserving Features, Proceedings of the 19th ACM International Conference on Multimedia. MM '11, pp.1213-1216, 2011. ,
Preference-Aware View Recommendation System for Scenic Photos Based on Bag-of-Aesthetics-Preserving Features, IEEE Transactions on Multimedia, vol.14, issue.3, pp.833-843, 2012. ,
Photo filter recommendation by category-aware aesthetic learning, IEEE Transactions on Multimedia, vol.19, pp.1870-1880, 2017. ,
NIMA: Neural Image Assessment, IEEE Transactions on Image Processing, vol.27, pp.3998-4011, 2018. ,
Content-Based Photo Quality Assessment, IEEE Transactions on Multimedia, vol.15, pp.1930-1943, 2013. ,
Seeing behind the camera: Identifying the authorship of a photograph, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.3494-3502, 2016. ,
YFCC100M: The New Data in Multimedia Research, Communications of the ACM, vol.59, issue.2, pp.64-73, 2016. ,
Query-Dependent Aesthetic Model With Deep Learning for Photo Quality Assessment, IEEE Trans. Multimedia, vol.17, pp.2035-2048, 2015. ,
Blur detection for digital images using wavelet transform, Multimedia and Expo, 2004. ICME'04. 2004 IEEE International Conference on, vol.1, pp.17-20, 2004. ,
Classification of digital photos taken by photographers or home users, Pacific-Rim Conference on Multimedia, pp.198-205, 2004. ,
Learning mixtures of submodular functions for image collection summarization, pp.1413-1421, 2014. ,
The social life of cameraphone images, Proceedings of the Pervasive Image Capture and Sharing: New Social Practices and Implications for Technology Workshop (PICS 2005) at the Seventh International Conference on Ubiquitous Computing, 2005. ,
An Assisted Photography Framework to Help Visually Impaired Users Properly Aim a Camera, In: ACM Trans. Comput.-Hum. Interact, vol.21, p.29, 2014. ,
Smart Photo Selection: Interpret Gaze As Personal Interest, Proceedings of the 32 nd annual ACM conference on Human factors in computing systems, pp.2065-2074, 2014. ,
Realtime Burst Photo Selection Using a Light-Head Adversarial Network, 2018. ,
A multi-scene deep learning model for image aesthetic evaluation, In: Signal Processing: Image Communication, vol.47, pp.511-518, 2016. ,
Deep cropping via attention box prediction and aesthetics assessment, IEEE International Conference on Computer Vision, 2017. ,
Where2stand: A human position recommendation system for souvenir photography, In: ACM Transactions on Intelligent Systems and Technology, vol.7, issue.1, p.9, 2015. ,
Event-specific image importance, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.4810-4819, 2016. ,
Recognizing and Curating Photo Albums via Event-Specific Image Importance, 2017. ,
Good View Hunting: Learning Photo Composition from Dense View Pairs, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.5437-5446, 2018. ,
Sampling generative networks, 2016. ,
Easy on that trigger dad: a study of long term family photo retrieval, vol.14, pp.31-43, 2010. ,
The Art of Deleting Snapshots, CHI '14 Extended Abstracts on Human Factors in Computing Systems. CHI EA '14, pp.2521-2526, 2014. ,
Mixedinitiative photo collage authoring, Proceeding of the 16th ACM international conference on Multimedia -MM '08, p.509, 2008. ,
Where should I stand? Learning based human position recommendation for mobile photographing, Multimedia tools and applications, vol.69, pp.3-29, 2014. ,
Learning the change for automatic image cropping, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.971-978, 2013. ,
A learningto-rank approach for image color enhancement, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.2987-2994, 2014. ,
Automatic photo adjustment using deep neural networks, ACM Transactions on Graphics (TOG), vol.35, p.11, 2016. ,
Oscar: Onsite composition and aesthetics feedback through exemplars for photographers, In: International Journal of Computer Vision, vol.96, issue.3, pp.353-383, 2012. ,
Personalized Photograph Ranking and Selection System, Proceedings of the 18 th ACM international conference on Multimedia, pp.211-220, 2010. ,
Video aesthetic quality assessment by temporal integration of photo-and motion-based features, IEEE Transactions on Multimedia, vol.15, pp.1944-1957, 2013. ,
Relative features for photo quality assessment, 19th IEEE International Conference on, pp.2861-2864, 2012. ,
Socialized mobile photography: Learning to photograph with social context via mobile devices, IEEE Transactions on Multimedia, vol.16, pp.184-200, 2014. ,
Aesthetic image enhancement by dependence-aware object recomposition, IEEE Transactions on Multimedia, vol.15, pp.1480-1490, 2013. ,
Perception-Guided Multimodal Feature Fusion for Photo Aesthetics Assessment, Proceedings of the 22Nd ACM International Conference on Multimedia. MM '14, pp.237-246, 2014. ,
Unpaired imageto-image translation using cycle-consistent adversarial networks, Proceedings of the IEEE, pp.2223-2232, 2017. ,