TY - GEN
T1 - Location-based hierarchical event summary for social media photos
AU - Zhang, Weipeng
AU - Chen, Jia
AU - Shen, Jie
AU - Yu, Yong
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2014.
PY - 2014
Y1 - 2014
N2 - In this paper, we propose a system named “LHES” to detect location-based social events on flexible time scales and generate a hierarchical summary for the event. Particularly, we focus on social events that happened at landmarks. Flexible time scales include month, day, hour and minute. For each landmark, our LHES system generates a hierarchical (tree style) summary, in which the root node gives a snapshot of the entire event and child nodes span different time periods (beginning, ending, etc.) of the parent event. To generate such a summary, we use both visual cues (e.g., color, texture) and metadata (e.g., time stamp, image tags, titles and description). Our online demo is available at http://hed.apexlab.org.
AB - In this paper, we propose a system named “LHES” to detect location-based social events on flexible time scales and generate a hierarchical summary for the event. Particularly, we focus on social events that happened at landmarks. Flexible time scales include month, day, hour and minute. For each landmark, our LHES system generates a hierarchical (tree style) summary, in which the root node gives a snapshot of the entire event and child nodes span different time periods (beginning, ending, etc.) of the parent event. To generate such a summary, we use both visual cues (e.g., color, texture) and metadata (e.g., time stamp, image tags, titles and description). Our online demo is available at http://hed.apexlab.org.
KW - Clustering
KW - Event detection
KW - Hierarchical
KW - Social media
UR - http://www.scopus.com/inward/record.url?scp=84910136228&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84910136228&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-13168-9_27
DO - 10.1007/978-3-319-13168-9_27
M3 - Conference contribution
AN - SCOPUS:84910136228
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 254
EP - 257
BT - Advances in Multimedia Information Processing – PCM 2014 - 15th Pacific-Rim Conference on Multimedia, Proceedings
A2 - Ooi, Wei Tsang
A2 - Snoek, Cees G.M.
A2 - Tan, Hung Khoon
A2 - Ho, Chin-Kuan
A2 - Huet, Benoit
A2 - Ngo, Chong-Wah
T2 - 15th Pacific-Rim Conference on Multimedia, PCM 2014
Y2 - 1 December 2014 through 4 December 2014
ER -