World-scale mining of objects and events from community photo collections Export

@inproceedings{citeulike:3041923, address = {New York, NY, USA}, author = {Quack, Till and Leibe, Bastian and Van Gool, Luc}, booktitle = {CIVR '08: Proceedings of the 2008 international conference on Content-based image and video retrieval}, citeulike-article-id = {3041923}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1386352.1386363}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1386352.1386363}, comment = {This paper gives a technique for, essentially, summarizing all of the geotagged photos on Flickr. Approach: 1) Group all photos according a latitude/longitude grid. 2) Cluster photos within each grid cell using visual features. 3) Use associated text (tags,title,description) to find good set of terms, and use this to link to Wikipedia (using the images on the Wikipedia page to verify). Applications: better search/browsing, setting up for Photo Tourism or multiview stereo, augmented reality (with boundaries?) They also classify each cluster of photos as an object or event, based on number of users and timespan. Idea: instead of a fixed-size grid, do some kind of adaptive hierarchy thing. Observation (from paper): This can link a query image to a Wikipedia page through Flickr.}, doi = {10.1145/1386352.1386363}, isbn = {9781605580708}, keywords = {annotation, flickr, generals, multimodal, summarization, vision}, location = {Niagara Falls, Canada}, pages = {47--56}, posted-at = {2008-07-25 08:28:58}, priority = {5}, publisher = {ACM}, title = {World-scale mining of objects and events from community photo collections}, url = {http://dx.doi.org/10.1145/1386352.1386363}, year = {2008} }

TY - CONF ID - citeulike:3041923 L3 - citeulike-article-id:3041923 CY - Niagara Falls, Canada SN - 9781605580708 AD - New York, NY, USA EP - 56 TI - World-scale mining of objects and events from community photo collections PB - ACM T2 - CIVR '08: Proceedings of the 2008 international conference on Content-based image and video retrieval SP - 47 KW - annotation KW - flickr KW - generals KW - multimodal KW - summarization KW - vision N1 - This paper gives a technique for, essentially, summarizing all of the geotagged photos on Flickr. Approach: 1) Group all photos according a latitude/longitude grid. 2) Cluster photos within each grid cell using visual features. 3) Use associated text (tags,title,description) to find good set of terms, and use this to link to Wikipedia (using the images on the Wikipedia page to verify). Applications: better search/browsing, setting up for Photo Tourism or multiview stereo, augmented reality (with boundaries?) They also classify each cluster of photos as an object or event, based on number of users and timespan. Idea: instead of a fixed-size grid, do some kind of adaptive hierarchy thing. Observation (from paper): This can link a query image to a Wikipedia page through Flickr. AU - Quack, Till AU - Leibe, Bastian AU - Van Gool, Luc PY - 2008/// UR - http://dx.doi.org/10.1145/1386352.1386363 ER -