Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Clustering by Scale-Space Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multimedia edges: finding hierarchy in all dimensions
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Clustering Algorithms
Time as essence for photo browsing through personal digital libraries
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
CSCW '02 Proceedings of the 2002 ACM conference on Computer supported cooperative work
How do people manage their digital photographs?
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Temporal event clustering for digital photo collections
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Modeling and clustering of photo capture streams
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Automatic organization for digital photographs with geographic coordinates
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Automated event clustering and quality screening of consumer pictures for digital albuming
IEEE Transactions on Multimedia
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Extraction of social context and application to personal multimedia exploration
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Identifying personal photo digital library features
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Proceedings of the 15th international conference on Multimedia
Photospread: a spreadsheet for managing photos
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Agrafo: a visual interface for grouping and browsing digital photos
AVI '08 Proceedings of the working conference on Advanced visual interfaces
Flutter: directed random browsing of photo collections with a tangible interface
Proceedings of the 7th ACM conference on Designing interactive systems
Sensing and using social context
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Flux: Enhancing Photo Organization through Interaction and Automation
SG '08 Proceedings of the 9th international symposium on Smart Graphics
Annotating personal albums via web mining
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Web-Based Intelligent Photo Browser for Flood of Personal Digital Photographs
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Pulling strings from a tangle: visualizing a personal music listening history
Proceedings of the 14th international conference on Intelligent user interfaces
Photo Khipu: organizing a public record of social transaction
CHI '09 Extended Abstracts on Human Factors in Computing Systems
A smart clustering algorithm for photo set obtained from multiple digital cameras
Proceedings of the 2009 ACM symposium on Applied Computing
Design and Evaluation of an Adaptive Mobile Map-Based Visualisation System
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part I
Effective semantic classification of consumer events for automatic content management
WSM '09 Proceedings of the first SIGMM workshop on Social media
IEEE Transactions on Multimedia - Special issue on integration of context and content
Easy on that trigger dad: a study of long term family photo retrieval
Personal and Ubiquitous Computing
Multimedia Tools and Applications
PHOTOLAND: a new image layout system using spatio-temporal information in digital photos
Proceedings of the 2010 ACM Symposium on Applied Computing
Metadata and organizational structures in personal photograph digital libraries
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Digital photo classification methodology for groups of photographers
Multimedia Tools and Applications
Privacy issues for online personal photograph collections
Journal of Theoretical and Applied Electronic Commerce Research
Topic detection and organization of mobile text messages
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Mining people's trips from large scale geo-tagged photos
Proceedings of the international conference on Multimedia
Supporting personal photo storytelling for social albums
Proceedings of the international conference on Multimedia
Epitome: a social game for photo album summarization
Proceedings of the 1st ACM international workshop on Connected multimedia
Travelmedia: An intelligent management system for media captured in travel
Journal of Visual Communication and Image Representation
Semantic analysis and retrieval in personal and social photo collections
Multimedia Tools and Applications
Proceedings of the 2011 ACM Symposium on Applied Computing
A comprehensive study of visual event computing
Multimedia Tools and Applications
Studying how the past is remembered: towards computational history through large scale text mining
Proceedings of the 20th ACM international conference on Information and knowledge management
Clustering geo-tagged photo collections using dynamic programming
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Dynamic social network for narrative video analysis
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Event detection and scene attraction by very simple contextual cues
J-MRE '11 Proceedings of the 2011 joint ACM workshop on Modeling and representing events
Exploitation of time constraints for (sub-)event recognition
J-MRE '11 Proceedings of the 2011 joint ACM workshop on Modeling and representing events
MetaXa—Context- and content-driven metadata enhancement for personal photo books
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Browsing personal images using episodic memory (time + location)
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
A compact photo browser for smartphone imaging system with content-sensitive overlapping layout
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
PhotoGeo: a photo digital library with spatial-temporal support and self-annotation
Multimedia Tools and Applications
Social event detection and retrieval in collaborative photo collections
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Indexing media by personal events
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Categorization of a collection of pictures into structured events
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
User experience study of multiple photo streams visualization
BCS-HCI '12 Proceedings of the 26th Annual BCS Interaction Specialist Group Conference on People and Computers
Detection of photos from the same event captured by distinct cameras
Proceedings of the 18th Brazilian symposium on Multimedia and the web
A hierarchical photo visualization system emphasizing temporal and color-based coherences
Multimedia Tools and Applications
Multimedia Databases and Data Management: A Survey
International Journal of Multimedia Data Engineering & Management
Automatic clustering for digital photograph collections using time and content information
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Jointly exploiting visual and non-visual information for event-related social media retrieval
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Photo mementos: Designing digital media to represent ourselves at home
International Journal of Human-Computer Studies
Concurrent photo sequence organization
Multimedia Tools and Applications
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Organizing digital photograph collections according to events such as holiday gatherings or vacations is a common practice among photographers. To support photographers in this task, we present similarity-based methods to cluster digital photos by time and image content. The approach is general and unsupervised, and makes minimal assumptions regarding the structure or statistics of the photo collection. We present several variants of an automatic unsupervised algorithm to partition a collection of digital photographs based either on temporal similarity alone, or on temporal and content-based similarity. First, interphoto similarity is quantified at multiple temporal scales to identify likely event clusters. Second, the final clusters are determined according to one of three clustering goodness criteria. The clustering criteria trade off computational complexity and performance. We also describe a supervised clustering method based on learning vector quantization. Finally, we review the results of an experimental evaluation of the proposed algorithms and existing approaches on two test collections.