Incremental Singular Value Decomposition of Uncertain Data with Missing Values
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
All the Images of an Outdoor Scene
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Estimating frequency of change
ACM Transactions on Internet Technology (TOIT)
Clustering Appearance for Scene Analysis
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
ACM SIGGRAPH 2007 papers
Applying Video Sensor Networks to Nearshore Environment Monitoring
IEEE Pervasive Computing
What Does the Sky Tell Us about the Camera?
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part IV
Toward Fully Automatic Geo-Location and Geo-Orientation of Static Outdoor Cameras
WACV '08 Proceedings of the 2008 IEEE Workshop on Applications of Computer Vision
Design of an image analysis website for phenological and meteorological monitoring
Environmental Modelling & Software
Participatory integration of live webcams into GIS
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application
Webcams in context: web interfaces to create live 3D environments
Proceedings of the international conference on Multimedia
Social pixels: genesis and evaluation
Proceedings of the international conference on Multimedia
Estimating meteorological visibility using cameras: a probabilistic model-driven approach
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Rain or Snow Detection in Image Sequences Through Use of a Histogram of Orientation of Streaks
International Journal of Computer Vision
Heliometric stereo: shape from sun position
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Web-accessible geographic integration and calibration of webcams
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Do you see what I see: crowdsource annotation of captured scenes
Proceedings of the 4th International SenseCam & Pervasive Imaging Conference
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There are thousands of outdoor webcams which offer live images freely over the Internet. We report on methods for discovering and organizing this already existing and massively distributed global sensor, and argue that it provides an interesting alternative to satellite imagery for global-scale remote sensing applications. In particular, we characterize the live imaging capabilities that are freely available as of the summer of 2009 in terms of the spatial distribution of the cameras, their update rate, and characteristics of the scene in view. We offer algorithms that exploit the fact that webcams are typically static to simplify the tasks of inferring relevant environmental and weather variables directly from image data. Finally, we show that organizing and exploiting the large, ad-hoc, set of cameras attached to the web can dramatically increase the data available for studying particular problems in phenology.