A feature-based algorithm for detecting and classifying scene breaks
Proceedings of the third ACM international conference on Multimedia
A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Stylization and abstraction of photographs
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Graphcut textures: image and video synthesis using graph cuts
ACM SIGGRAPH 2003 Papers
Looking into video frames on small displays
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Robust Real-Time Face Detection
International Journal of Computer Vision
ACM SIGGRAPH 2004 Papers
Histograms of Oriented Gradients for Human Detection
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
ACM SIGGRAPH 2005 Papers
A Multilevel Banded Graph Cuts Method for Fast Image Segmentation
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Gaze-based interaction for semi-automatic photo cropping
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Seam carving for content-aware image resizing
ACM SIGGRAPH 2007 papers
Improved seam carving for video retargeting
ACM SIGGRAPH 2008 papers
Optimized scale-and-stretch for image resizing
ACM SIGGRAPH Asia 2008 papers
Seam carving for media retargeting
Communications of the ACM - Rural engineering development
Multi-operator media retargeting
ACM SIGGRAPH 2009 papers
A system for retargeting of streaming video
ACM SIGGRAPH Asia 2009 papers
Motion-aware temporal coherence for video resizing
ACM SIGGRAPH Asia 2009 papers
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
Nonlinear disparity mapping for stereoscopic 3D
ACM SIGGRAPH 2010 papers
Motion-based video retargeting with optimized crop-and-warp
ACM SIGGRAPH 2010 papers
Parametric reshaping of human bodies in images
ACM SIGGRAPH 2010 papers
A comparative study of image retargeting
ACM SIGGRAPH Asia 2010 papers
A semantic aware image retargeting scheme combining seam carving and non-homogeneous warping
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Scalable and coherent video resizing with per-frame optimization
ACM SIGGRAPH 2011 papers
StereoBrush: interactive 2D to 3D conversion using discontinuous warps
Proceedings of the Eighth Eurographics Symposium on Sketch-Based Interfaces and Modeling
Structure-preserving retargeting of irregular 3D architecture
Proceedings of the 2011 SIGGRAPH Asia Conference
Multiple-cue saliency measurement and optimized image composition for image retargeting
Journal of Computational and Applied Mathematics
Content aware video manipulation
Computer Vision and Image Understanding
Eye-tracking methodology and applications to images and video
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Using eye-tracking to assess different image retargeting methods
Proceedings of the ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization
Bio-inspired visual saliency detection and its application on image retargeting
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Robust Image Retargeting via Axis-Aligned Deformation
Computer Graphics Forum
Perspective-aware warping for seamless stereoscopic image cloning
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Realtime aesthetic image retargeting
Computational Aesthetics'10 Proceedings of the Sixth international conference on Computational Aesthetics in Graphics, Visualization and Imaging
Fast seam carving with strip constraints
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Silhouette-aware warping for image-based rendering
EGSR'11 Proceedings of the Twenty-second Eurographics conference on Rendering
Technical Section: Aesthetic photo composition by optimal crop-and-warp
Computers and Graphics
Dynamic distortion maps for image retargeting
Journal of Visual Communication and Image Representation
Attention-Aware Disparity Control in interactive environments
The Visual Computer: International Journal of Computer Graphics
User assisted disparity remapping for stereo images
Image Communication
Neurocomputing
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The increasing variety of commonly used display devices, especially mobile devices, requires adapting visual media to different resolutions and aspect ratios - a process called "retargeting." The media retargeting problem is further accentuated by the explosion of image and video content on the web. This course presents a comparative overview of the latest research in visual-media retargeting. It focuses on content-aware approaches, which, contrary to traditional scaling and cropping, adapt to the salient information within the image or video and rescale the content while preserving visually important information. Topics include: •Algorithmic details and practical considerations of the retargeting pipeline, including its two main parts (saliency estimation and resizing operators). •Recent trends in retargeting operators, namely discrete graph-based approaches, also known as seam carving. •Continuous methods that operate by image and video warping. •Temporally coherent video retargeting and multi-operator frameworks. The course illuminates the theoretical foundations and practical issues involved in media retargeting, and provides attendees a comprehensive understanding of the state of the art. It includes many live demos of the various resizing techniques.