Differences

This shows you the differences between two versions of the page.

pub_abstracts:discovering-states-transformations.html [2016/07/13 17:55] (current)
elmer created
Line 1: Line 1:
 +====== Discovering States and Transformations in Image Collections. ======
 +==== Isola, P., Lim, J. J., Adelson, E. H. ====
 +----
 +===== Abstract =====
 +Objects in visual scenes come in a rich variety of transformed states. A few classes of transformation have been heavily studied in computer vision: mostly simple, parametric changes in color and geometry. However, transformations in the physical world occur in many more flavors, and they come with semantic meaning: e.g., bending, folding, aging, etc. The transformations an object can undergo tell us about its physical and functional properties. In this paper, we introduce a dataset of objects, scenes, and materials, each of which is found in a variety of transformed states. Given a novel collection of images, we show how to explain the collection in terms of the states and transformations it depicts. Our system works by generalizing across object classes: states and transformations learned on one set of objects are used to interpret the image collection for an entirely new object class.
 +
 +===== Information =====
 +
 +---- dataentry pubitem ----
 +title       : Discovering States and Transformations in Image Collections.
 +authors     : Isola, P., Lim, J. J., Adelson, E. H.
 +citation    : IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
 +shortcite   : IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
 +year        : 2015
 +created_dt  : 2015-01-01
 +keyword_tags: adelson
 +www_url     : http://persci.mit.edu/pub_abstracts/discovering-states-transformations.html
 +pdf_url     : http://persci.mit.edu/pub_pdfs/discovering-states-transformations.pdf
 +pageid      : discovering-states-transformations
 +type        : publication
 +----
 
pub_abstracts/discovering-states-transformations.html.txt · Last modified: 2016/07/13 17:55 by elmer