Discovering panoramas in web videos
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A game based approach to assign geographical relevance to web images
Proceedings of the 18th international conference on World wide web
The role of tags and image aesthetics in social image search
WSM '09 Proceedings of the first SIGMM workshop on Social media
Photo assessment based on computational visual attention model
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Sensation-based photo cropping
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Classification and quality assessment of high quality digital photographs
MM '09 Proceedings of the 17th ACM international conference on Multimedia
An esthetics rule-based ranking system for amateur photos
ACM SIGGRAPH ASIA 2009 Sketches
Ranking canonical views for tourist attractions
Multimedia Tools and Applications
Image thumbnails that represent blur and noise
IEEE Transactions on Image Processing
Subjective image-quality estimation based on psychophysical experimentation
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Where are focused places of a photo?
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
MoVi: mobile phone based video highlights via collaborative sensing
Proceedings of the 8th international conference on Mobile systems, applications, and services
Affective prediction in photographic images using probabilistic affective model
Proceedings of the ACM International Conference on Image and Video Retrieval
Saliency-enhanced image aesthetics class prediction
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Personalized photograph ranking and selection system
Proceedings of the international conference on Multimedia
A framework for photo-quality assessment and enhancement based on visual aesthetics
Proceedings of the international conference on Multimedia
Proceedings of the international conference on Multimedia
Towards aesthetics: a photo quality assessment and photo selection system
Proceedings of the international conference on Multimedia
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Learning artistic lighting template from portrait photographs
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Towards computational models of the visual aesthetic appeal of consumer videos
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Semantic analysis and retrieval in personal and social photo collections
Multimedia Tools and Applications
Visual quality assessment algorithms: what does the future hold?
Multimedia Tools and Applications
A visualized communication system using cross-media semantic association
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Proceedings of the 2011 ACM Symposium on Applied Computing
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Aesthetic classification and sorting based on image compression
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Content based detection of popular images in large image databases
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Degradation based blind image quality evaluation
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
A holistic approach to aesthetic enhancement of photographs
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
A data-driven approach to understanding skill in photographic composition
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume part II
Associating textual features with visual ones to improve affective image classification
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Scenic photo quality assessment with bag of aesthetics-preserving features
MM '11 Proceedings of the 19th ACM international conference on Multimedia
The role of attractiveness in web image search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Reliving on demand: a total viewer experience
MM '11 Proceedings of the 19th ACM international conference on Multimedia
OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers
International Journal of Computer Vision
Leveraging user comments for aesthetic aware image search reranking
Proceedings of the 21st international conference on World Wide Web
Estimating the Natural Illumination Conditions from a Single Outdoor Image
International Journal of Computer Vision
Aesthetic guideline driven photography by robots
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Evaluating visual aesthetics in photographic portraiture
CAe '12 Proceedings of the Eighth Annual Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging
Determining an aesthetic inscribed curve
CAe '12 Proceedings of the Eighth Annual Symposium on Computational Aesthetics in Graphics, Visualization, and Imaging
Semi-automated magazine layout using content-based image features
Proceedings of the 20th ACM international conference on Multimedia
Detecting rule of simplicity from photos
Proceedings of the 20th ACM international conference on Multimedia
Visual appearance of display ads and its effect on click through rate
Proceedings of the 21st ACM international conference on Information and knowledge management
A hierarchical photo visualization system emphasizing temporal and color-based coherences
Multimedia Tools and Applications
Connecting missing links: object discovery from sparse observations using 5 million product images
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
PHOG-derived aesthetic measures applied to color photographs of artworks, natural scenes and objects
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
A selective weighted late fusion for visual concept recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Technical Section: Automatic color realism enhancement for computer generated images
Computers and Graphics
Real-Time viewfinder composition assessment and recommendation to mobile photographing
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Approximate depth of field effects using few samples per pixel
Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games
Computer Vision and Image Understanding
Feature selection and novelty in computational aesthetics
EvoMUSART'13 Proceedings of the Second international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Intelligent photographing interface with on-device aesthetic quality assessment
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Size does matter: how image size affects aesthetic perception?
Proceedings of the 21st ACM international conference on Multimedia
Towards a comprehensive computational model foraesthetic assessment of videos
Proceedings of the 21st ACM international conference on Multimedia
Beauty is here: evaluating aesthetics in videos using multimodal features and free training data
Proceedings of the 21st ACM international conference on Multimedia
Where should I stand? Learning based human position recommendation for mobile photographing
Multimedia Tools and Applications
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We propose a principled method for designing high level features forphoto quality assessment. Our resulting system can classify between high quality professional photos and low quality snapshots. Instead of using the bag of low-level features approach, we first determine the perceptual factors that distinguish between professional photos and snapshots. Then, we design high level semantic features to measure the perceptual differences. We test our features on a large and diverse dataset and our system is able to achieve a classification rate of 72% on this difficult task. Since our system is able to achieve a precision of over 90% in low recall scenarios, we show excellent results in a web image search application.