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Awesome Image Retargeting Awesome visitors

Image Retargeting

This repository is a paper list of image retargeting. Feel free to contact me (givkashi@gmail.com) if you find any interesting paper about retargeting that I missed. I would greatly appreciate it : )

If you find this repo is helpful, please star it.

Discrete Methods

Year Proceeding Title
1998 IEEE 1998 A model of saliency-based visual attention for rapid scene analysis [pdf]
2000 ACM 2000 Automatic thumbnail cropping and its effectiveness [pdf]
2003 Multimedia Systems 2003 A visual attention model for adapting images on small displays [pdf]
2005 IEEE 2005 Auto cropping for digital photographs [pdf]
2006 IEEE 2006 Gaze-based interaction for semi-automatic photo cropping [pdf]
2007 IEEE 2007 Self-Adaptive Image Cropping for Small Displays [pdf]
2009 IEEE 2009 Learning based thumbnail cropping [pdf]
2010 IEEE 2010 Combining Multiple Image Features to Guide Automatic Portrait Cropping for Rendering Different Aspect Ratios
2011 IEEE 2011 Saliency Density Maximization for Efficient Visual Objects Discovery [pdf]

Seam-carving-based Methods

Year Proceeding Title
2007 ACM Trans 2007 Seam carving for content-aware image resizing [pdf]
2008 ACM Trans 2008 Improved seam carving for video retargeting [pdf]
2009 IEEE 2009 Saliency detection for content-aware image resizing [pdf]
2009 ACM 2009 Multi-operator media retargeting [pdf]
2009 IEEE 2009 Frequency-tuned salient region detection [pdf]
2014 Springer 2014 Optimized image resizing using flow-guided seam carving and an interactive genetic algorithm [pdf]
2014 Springer 2014 Semantic aware sport image resizing jointly using seam carving and warping [pdf]
2015 IEEE 2015 Seam Searching-Based Pixel Fusion for Image Retargeting
2015 Springer 2015 Image retargeting using nonparametric semantic segmentation [pdf]
2015 Springer 2015 NIF-based seam carving for image resizing[pdf]
2017 Springer 2017 Hybrid image retargeting using optimized seam carving and scaling [pdf]

Deep-learning-based Methods

Year Proceeding Title
2017 ICCV 2017 Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting [pdf] [code]
2019 IEEE 2019 A deep semantics driven framework for image retargeting [pdf]
2019 ICCV 2019 InGAN: Capturing and Retargeting the “DNA” of a Natural Image [pdf] [code]
2020 WACV 2020 DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting [pdf]
2020 IEEE 2020 Cycle-IR: Deep Cyclic Image Retargeting [pdf] [code]
2020 ACM 2020 Self-play reinforcement learning for fast image retargeting [pdf]
2020 IEEE 2020 Weakly supervised reinforced multi-operator image retargeting
2021 IEEE 2021 DEEP SUPERVISED IMAGE RETARGETING [pdf]
2021 Springer 2021 Context-aware saliency detection for image retargeting using convolutional neural networks [pdf]
2021 IEEE 2021 DEEP SUPERVISED IMAGE RETARGETING [pdf]
2022 ICCV 2022 Drop the gan: In defense of patches nearest neighbors as single image generative models [pdf] [code]
2022 arxiv 2022 Generating Natural images with direct Patch Distributions Matching [pdf] [code]
2022 arxiv 2022 OAIR: Object-Aware Image Retargeting Using PSO and Aesthetic Quality Assessment [pdf] [code]

To be updated...