Visual Learning and Recognition: Difference between revisions

no edit summary
No edit summary
No edit summary
Line 73: Line 73:
Beginning of Lecture 5 (September 15)
Beginning of Lecture 5 (September 15)


===Image Restoration===
Dale ''et al.''<ref name="dale2009restoration"></ref> perform semantic color correction using a large dataset. 
See Dale ''et al.''<ref name="dale2009restoration"></ref>.
Heys and Efros<ref name="heys2007scene"></ref> perform scene completion. 
 
Heys and Efros<ref name="heys2008gps"></ref> perform image localization. 
Kaneva ''et al.''<ref name="kaneva2008matching"></ref> perform scene matching with camera view transformations.




Line 94: Line 95:
<ref name="torralba2011unbiased>Antonio Torralba, Alexei A. Efros (2011). Unbiased Look at Dataset Bias (CVPR 2011) [https://people.csail.mit.edu/torralba/publications/datasets_cvpr11.pdf https://people.csail.mit.edu/torralba/publications/datasets_cvpr11.pdf]</ref>
<ref name="torralba2011unbiased>Antonio Torralba, Alexei A. Efros (2011). Unbiased Look at Dataset Bias (CVPR 2011) [https://people.csail.mit.edu/torralba/publications/datasets_cvpr11.pdf https://people.csail.mit.edu/torralba/publications/datasets_cvpr11.pdf]</ref>
<ref name="dale2009restoration">Kevin Dale, Micah K. Johnson, Kalyan Sunkavalli, Wojciech Matusik, Hanspeter Pfister (2009) Image Restoration using Online Photo Collections (ICCV 2009) [https://faculty.idc.ac.il/arik/seminar2010/papers/ImageRestoration/restoration_iccv09.pdf https://faculty.idc.ac.il/arik/seminar2010/papers/ImageRestoration/restoration_iccv09.pdf]</ref>
<ref name="dale2009restoration">Kevin Dale, Micah K. Johnson, Kalyan Sunkavalli, Wojciech Matusik, Hanspeter Pfister (2009) Image Restoration using Online Photo Collections (ICCV 2009) [https://faculty.idc.ac.il/arik/seminar2010/papers/ImageRestoration/restoration_iccv09.pdf https://faculty.idc.ac.il/arik/seminar2010/papers/ImageRestoration/restoration_iccv09.pdf]</ref>
<ref name="heys2007scene">James Hays, Alexei A. Efros (2007). Scene Completion Using Millions of Photographs (SIGGRAPH 2007) [http://graphics.cs.cmu.edu/projects/scene-completion/scene-completion.pdf http://graphics.cs.cmu.edu/projects/scene-completion/scene-completion.pdf]</ref>
<ref name="heys2008gps">James Hays, Alexei A. Efros (2008). IM2GPS: estimating geographic information from a single image. (CVPR 2008) [http://graphics.cs.cmu.edu/projects/im2gps/im2gps.pdf http://graphics.cs.cmu.edu/projects/im2gps/im2gps.pdf]</ref>
<ref name="kaneva2008matching">Biliana Kaneva, Josef Sivic, Antonio Torralba, Shai Avidan, William T. Freeman (2008). Matching and Predicting Street Level Images (ECCV Workshops 2008) [https://people.csail.mit.edu/biliana/papers/eccv2010/eccv_workshop_2010.pdf https://people.csail.mit.edu/biliana/papers/eccv2010/eccv_workshop_2010.pdf]</ref>
}}
}}