- Image Aesthetic Assessment: An Experimental Survey
- A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment
- Learning Photography Aesthetics with Deep CNNs
- NIMA: Neural Image Assessment
- Neural Aesthetic Image Reviewer
- Snap Angle Prediction for 360o Panoramas
- An Universal Image Attractiveness Ranking Framework
- USAR: an Interactive User-specific Aesthetic Ranking Framework for Images
- Effective Aesthetics Prediction with Multi-level Spatially Pooled Features
- Composition-Aware Image Aesthetics Assessment
- Attention-based Multi-Patch Aggregation for Image Aesthetic Assessment
- Gourmet Photography Dataset for Aesthetic Assessment of Food Images
- Good View Hunting: Learning Photo Composition from Dense View Pairs
- Food Image Aesthetic Quality Measurement by Distribution Prediction
- Detecting Rule of Simplicity from Photos
- Learning to Understand Image Blur
- Algorithmic inferencing of aesthetics and emotion in natural images: An exposition
- Photo Aesthetics Ranking Network with Attributes and Content Adaptation
- An Image is Worth More than a Thousand Favorites: Surfacing the Hidden Beauty of Flickr Pictures
- Rule of Thirds Detection from Photograph
- Semantic Line Detection and Its Applications
- AVA: A Large-Scale Database for Aesthetic Visual Analysis
- Content-Based Photo Quality Assessment