Proceedings of the 27th 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
An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
MUM '05 Proceedings of the 4th international conference on Mobile and ubiquitous multimedia
Video retargeting: automating pan and scan
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Seam carving for content-aware image resizing
ACM SIGGRAPH 2007 papers
Dynamosaicing: Mosaicing of Dynamic Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamic Graph Cuts for Efficient Inference in Markov Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Nonchronological Video Synopsis and Indexing
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
PatchMatch: a randomized correspondence algorithm for structural image editing
ACM SIGGRAPH 2009 papers
Content-preserving warps for 3D video stabilization
ACM SIGGRAPH 2009 papers
Technical Section: Content-aware model resizing based on surface deformation
Computers and Graphics
Image and Video Retargetting by Darting
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Proportional constraint for seam carving
SIGGRAPH '09: Posters
Content-Aware Video Editing in the Temporal Domain
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Optimized image resizing using seam carving and scaling
ACM SIGGRAPH Asia 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
Structured layout for resizable background art
IMCE '09 Proceedings of the 1st international workshop on Interactive multimedia for consumer electronics
Consumer video retargeting: context assisted spatial-temporal grid optimization
MM '09 Proceedings of the 17th ACM international conference on Multimedia
FSCAV: fast seam carving for size adaptation of videos
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Image retargeting using multi-map constrained region warping
MM '09 Proceedings of the 17th ACM international conference on Multimedia
ACM SIGGRAPH ASIA 2009 Courses
Fast JND-based video carving with GPU acceleration for real-time video retargeting
IEEE Transactions on Circuits and Systems for Video Technology
Video condensation by ribbon carving
IEEE Transactions on Image Processing
Energy-based image deformation
SGP '09 Proceedings of the Symposium on Geometry Processing
Video retargeting with multi-scale trajectory optimization
Proceedings of the international conference on Multimedia information retrieval
Motion-based video retargeting with optimized crop-and-warp
ACM SIGGRAPH 2010 papers
Image retargeting using importance diffusion
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Saliency detection for content-aware image resizing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Interactive content-aware zooming
Proceedings of Graphics Interface 2010
MovieReshape: tracking and reshaping of humans in videos
ACM SIGGRAPH Asia 2010 papers
Resizing by symmetry-summarization
ACM SIGGRAPH Asia 2010 papers
A comparative study of image retargeting
ACM SIGGRAPH Asia 2010 papers
Crowdsourced automatic zoom and scroll for video retargeting
Proceedings of the international conference on Multimedia
Automatically protecting privacy in consumer generated videos using intended human object detector
Proceedings of the international conference on Multimedia
Browser independent content-based image resizing for liquid web layouts
Proceedings of the 2010 ACM workshop on Social, adaptive and personalized multimedia interaction and access
Optimal bi-directional seam carving for content-aware image resizing
Edutainment'10 Proceedings of the Entertainment for education, and 5th international conference on E-learning and games
Scene carving: scene consistent image retargeting
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
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
Digital image forensics: a booklet for beginners
Multimedia Tools and Applications
Algorithms for video retargeting
Multimedia Tools and Applications
Making slide shows with zoomquilts
Journal of Computer Science and Technology
Grid-based retargeting with transformation consistency smoothing
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Content-aware video resizing based on salient visual cubes
Journal of Visual Communication and Image Representation
Scalable and coherent video resizing with per-frame optimization
ACM SIGGRAPH 2011 papers
Sustained observability for salient motion detection
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Facilitating photographic documentation of accessibility in street scenes
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Multi-perspective stereoscopy from light fields
Proceedings of the 2011 SIGGRAPH Asia Conference
Non-uniform mesh warping for content-aware image retargeting
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
ACM SIGGRAPH 2011 Posters
Free boundary conditions active contours with applications for vision
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
MIRAGE'11 Proceedings of the 5th international conference on Computer vision/computer graphics collaboration techniques
Content aware video manipulation
Computer Vision and Image Understanding
Saliency-based image retargeting in the compressed domain
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Multidimensional image retargeting
SIGGRAPH Asia 2011 Courses
Using eye-tracking to assess different image retargeting methods
Proceedings of the ACM SIGGRAPH Symposium on Applied Perception in Graphics and Visualization
Patchwise scaling method for content-aware image resizing
Signal Processing
SeamCrop: changing the size and aspect ratio of videos
Proceedings of the 4th Workshop on Mobile Video
Image resizing via non-homogeneous warping
Multimedia Tools and Applications
Efficient scale-space spatiotemporal saliency tracking for distortion-free video retargeting
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
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
Content-Aware image resizing based on aesthetic
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
A dynamic saliency attention model based on local complexity
Digital Signal Processing
Semantic Mastering: content adaptation in the creative drama production workflow
Multimedia Tools and Applications
Robust Image Retargeting via Axis-Aligned Deformation
Computer Graphics Forum
Computer Graphics Forum
Video saliency detection with robust temporal alignment and local-global spatial contrast
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Physical simulation for real-time image/video retargeting
ACM SIGGRAPH 2012 Posters
Multi-operator image retargeting with automatic integration of direct and indirect seam carving
Image and Vision Computing
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
Algorithm and VLSI architecture for real-time 1080p60 video retargeting
EGGH-HPG'12 Proceedings of the Fourth ACM SIGGRAPH / Eurographics conference on High-Performance Graphics
State of the Art Report on Video-Based Graphics and Video Visualization
Computer Graphics Forum
Seam carving with forward gradient difference maps
Proceedings of the 20th ACM international conference on Multimedia
Multi-spectral saliency detection
Pattern Recognition Letters
Seam segment carving: retargeting images to irregularly-shaped image domains
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
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
Digital restoration of damaged mural images
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
An investigation into graph cut parameter optimisation for image-fusion applications
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Visibility maps for improving seam carving
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
How to measure the relevance of a retargeting approach?
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Rectangling panoramic images via warping
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Fusing warping, cropping, and scaling for optimal image thumbnail generation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Shift-Map based stereo image retargeting with disparity adjustment
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
Optimal contrast based saliency detection
Pattern Recognition Letters
Video retargeting combining warping and summarizing optimization
The Visual Computer: International Journal of Computer Graphics
Convex object surface mapping for wide field of view video representation
Proceedings of the 3rd ACM international workshop on Interactive multimedia on mobile & portable devices
WYSIWYG computational photography via viewfinder editing
ACM Transactions on Graphics (TOG)
Scale and Object Aware Image Thumbnailing
International Journal of Computer Vision
EventLens: an automatic magazine generating system for social media
HCI International'13 Proceedings of the 15th international conference on Human Interface and the Management of Information: information and interaction design - Volume Part I
Computer-Aided Design
GPU video retargeting with parallelized SeamCrop
Proceedings of the 5th ACM Multimedia Systems Conference
A patch analysis method to detect seam carved images
Pattern Recognition Letters
Neurocomputing
Neurocomputing
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Video, like images, should support content aware resizing. We present video retargeting using an improved seam carving operator. Instead of removing 1D seams from 2D images we remove 2D seam manifolds from 3D space-time volumes. To achieve this we replace the dynamic programming method of seam carving with graph cuts that are suitable for 3D volumes. In the new formulation, a seam is given by a minimal cut in the graph and we show how to construct a graph such that the resulting cut is a valid seam. That is, the cut is monotonic and connected. In addition, we present a novel energy criterion that improves the visual quality of the retargeted images and videos. The original seam carving operator is focused on removing seams with the least amount of energy, ignoring energy that is introduced into the images and video by applying the operator. To counter this, the new criterion is looking forward in time - removing seams that introduce the least amount of energy into the retargeted result. We show how to encode the improved criterion into graph cuts (for images and video) as well as dynamic programming (for images). We apply our technique to images and videos and present results of various applications.