awesome-image-cropping

** the projects contains state-of-the-art auto image cropping/composition projects.** ** this list is maintained by longpeng/yanyousan [email protected] wechat:Longlongtogo.**

state-of-the-art algorithms

Saliency/Attention-based methods

• Attention Based Auto Image Cropping [PDF]＜/br＞
• Saliency Based Image Cropping [PDF]＜/br＞
• LSTM-based Saliency Attentive Model [PDF] [code]
• MSRA10K [web] [code]

Aesthetics-based methods

• Deep Cropping via Attention Box Prediction and Aesthetics Assessment [PDF]＜/br＞
• Learning the Change for Automatic Image Cropping [PDF]＜/br＞
• A2RL [Code] [PDF]＜/br＞
• View Hunting[web] [code] [PDF]＜/br＞

review papers

• A Comparative Study of Image Retargeting [PDF] [web]
  
• Quantitative Analysis of Automatic Image Cropping Algorithms:A Dataset and Comparative Study [PDF]＜/br＞

dataset

• mit saliency benchmark [web] [PDF] [code]
• flickr-cropping-dataset [web] [dataset] [PDF]＜/br＞
• CPCDataset [web] [dataset]＜/br＞
• XPDataset [web] [dataset]＜/br＞
• CUHKDataset [web] [PDF] [dataset]＜/br＞

other projects

• automatic-neural-image-cropper[web] [code]＜/br＞
• autocrop[web] [code]＜/br＞
• reddit's image cropping algorithm[code]