A Model of Saliency-Based Visual Attention for Rapid Scene Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
PhotoMesa: a zoomable image browser using quantum treemaps and bubblemaps
Proceedings of the 14th annual ACM symposium on User interface software and technology
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stylization and abstraction of photographs
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Statistical Learning of Multi-view Face Detection
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Text Area Detection from Video Frames
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Case study: an empirical investigation of thumbnail image recognition
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Effective browsing of web image search results
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Leveraging face recognition technology to find and organize photos
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Pocket PhotoMesa: a Zoomable image browser for PDAs
Proceedings of the 3rd international conference on Mobile and ubiquitous multimedia
Learning user interest for image browsing on small-form-factor devices
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Summary thumbnails: readable overviews for small screen web browsers
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Time quilt: scaling up zoomable photo browsers for large, unstructured photo collections
CHI '05 Extended Abstracts on Human Factors in Computing Systems
ACM SIGGRAPH 2005 Papers
Automatic image retargeting with fisheye-view warping
Proceedings of the 18th annual ACM symposium on User interface software and technology
Robust subspace analysis for detecting visual attention regions in images
Proceedings of the 13th annual ACM international conference on Multimedia
Gaze-based interaction for semi-automatic photo cropping
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
ACM SIGGRAPH 2006 Papers
MUM '05 Proceedings of the 4th international conference on Mobile and ubiquitous multimedia
Retargeting vector animation for small displays
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
SIGGRAPH '04 ACM SIGGRAPH 2004 Sketches
Seam carving for content-aware image resizing
ACM SIGGRAPH 2007 papers
Facemail: showing faces of recipients to prevent misdirected email
Proceedings of the 3rd symposium on Usable privacy and security
Re-cinematography: improving the camera dynamics of casual video
Proceedings of the 15th international conference on Multimedia
Proceedings of the 15th international conference on Multimedia
Retargeting Images and Video for Preserving Information Saliency
IEEE Computer Graphics and Applications
Detection of visual attention regions in images using robust subspace analysis
Journal of Visual Communication and Image Representation
Improving navigation interaction in digital documents
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Re-cinematography: Improving the camerawork of casual video
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Optimized scale-and-stretch for image resizing
ACM SIGGRAPH Asia 2008 papers
Content Aware Image Enhancement
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Seam carving for media retargeting
Communications of the ACM - Rural engineering development
Multi-operator media retargeting
ACM SIGGRAPH 2009 papers
Optimized image resizing using seam carving and scaling
ACM SIGGRAPH Asia 2009 papers
Motion-aware temporal coherence for video resizing
ACM SIGGRAPH Asia 2009 papers
Sensation-based photo cropping
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Image retargeting using mesh parametrization
IEEE Transactions on Multimedia
A smart automatic thumbnail cropping based on attention driven regions of interest extraction
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Region-of-interest based dynamical parameter allocation for H.264/AVC encoder
PCS'09 Proceedings of the 27th conference on Picture Coding Symposium
Learning based thumbnail cropping
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Image thumbnails that represent blur and noise
IEEE Transactions on Image Processing
Video retargeting with multi-scale trajectory optimization
Proceedings of the international conference on Multimedia information retrieval
DigestManga: interactive movie summarizing through comic visualization
CHI '10 Extended Abstracts on Human Factors in Computing Systems
Proceedings of the 19th international conference on World wide web
Motion-based video retargeting with optimized crop-and-warp
ACM SIGGRAPH 2010 papers
Computer Vision and Image Understanding
Image retargeting using importance diffusion
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization
Cosaliency: where people look when comparing images
UIST '10 Proceedings of the 23nd annual ACM symposium on User interface software and technology
Resizing by symmetry-summarization
ACM SIGGRAPH Asia 2010 papers
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
Scene carving: scene consistent image retargeting
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Algorithms for video retargeting
Multimedia Tools and Applications
Scalable and coherent video resizing with per-frame optimization
ACM SIGGRAPH 2011 papers
Saliency density maximization for object detection and localization
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
Learning crop regions for content-aware generation of thumbnail images
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Image retargeting through constrained growth of important rectangular partitions
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Salient region detection using discriminative feature selection
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Legible thumbnail: summarizing on-line handwritten documents based on emphasized expressions
Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services
Content aware video manipulation
Computer Vision and Image Understanding
Image collection summarization for search result overviewing on mobile devices
IMMPD '11 Proceedings of the 2011 international ACM workshop on Interactive multimedia on mobile and portable devices
Images as sets of locally weighted features
Computer Vision and Image Understanding
JPEG2000 image adaptation for MPEG-21 digital items
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Patchwise scaling method for content-aware image resizing
Signal Processing
Image resizing via non-homogeneous warping
Multimedia Tools and Applications
Global salient information maximization for saliency detection
Image Communication
3D thumbnails for mobile media browser interface with autostereoscopic displays
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
A novel nonparametric approach for saliency detection using multiple features
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Detecting false captioning using common-sense reasoning
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Computer Graphics Forum
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
Seam carving with forward gradient difference maps
Proceedings of the 20th ACM international conference on Multimedia
Multi-spectral saliency detection
Pattern Recognition Letters
Hierarchical Narrative Collage For Digital Photo Album
Computer Graphics Forum
Technical Section: Aesthetic photo composition by optimal crop-and-warp
Computers and Graphics
Image retargeting using controlled shrinkage
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Implicit bookmarking: Improving support for revisitation in within-document reading tasks
International Journal of Human-Computer Studies
LiveThumbs: a visual aid for web page revisitation
CHI '13 Extended Abstracts on Human Factors in Computing Systems
To crop, or not to crop: compiling online media galleries
Proceedings of the 22nd international conference on World Wide Web companion
Video retargeting combining warping and summarizing optimization
The Visual Computer: International Journal of Computer Graphics
Content-adaptive image downscaling
ACM Transactions on Graphics (TOG)
Scale and Object Aware Image Thumbnailing
International Journal of Computer Vision
Oscillation analysis for salient object detection
Multimedia Tools and Applications
Neurocomputing
Neurocomputing
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Thumbnail images provide users of image retrieval and browsing systems with a method for quickly scanning large numbers of images. Recognizing the objects in an image is important in many retrieval tasks, but thumbnails generated by shrinking the original image often render objects illegible. We study the ability of computer vision systems to detect key components of images so that automated cropping, prior to shrinking, can render objects more recognizable. We evaluate automatic cropping techniques 1) based on a general method that detects salient portions of images, and 2) based on automatic face detection. Our user study shows that these methods result in small thumbnails that are substantially more recognizable and easier to find in the context of visual search.