Scene recognition and the statistics of natural images

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Statistics of Natural Image Categories

A. Torralba and A. Oliva.  (2003)
Network: Computation in Neural Systems. Vol. 14, 391-412.

(Abstract) (paper.pdf)( Images )
Modeling The Shape of the Scene: a Holistic Representation of the Spatial Envelope

A. Oliva, A. Torralba.  (2001)
International Journal of Computer Vision, 42(3): 145-175

(Abstract ) ( paper.pdf )

 

Scene-Centered Description from Spatial Envelope Properties

A. Oliva, A. Torralba.  (2002)
In Proc. 2nd Workshop on Biologically Motivated Computer Vision (BMCV'02), Tuebingen, Germany.

(Abstract) (paper.pdf)
Semantic organization of scenes using discriminant structural templates

A. Torralba, A. Oliva. (1999). 
Proceedings of the Seventh International Conference on Computer Vision, ICCV99. Vol. 2, pp. 1253-1258, Korfu, Grece.

(paper.pdf )
Global Semantic Classification of Scenes using Power Spectrum Templates. 

A. Oliva, A. Torralba, A. Guerin-Dugue and J. Hérault (1999). 
Proceedings of the Challenge of Image Retrieval, Newcastle. Electronic Workshop Computer Series, Springer-Verlag. CIR'99. 

(paper.pdf )
Indoor scene recognition

A. Torralba, P. Sinha. (2001). 
AI Memo 2001-015, CBCL Memo 202, July 2001.

( paper.ps ) ( paper.pdf )

 

A. Torralba, A. Oliva. (2002). The scene sketch. ECVP 2002.

A. Oliva, A. Torralba. (2001). A holistic view-based representation of real-world scenes. ECVP 2001. Perception, supp. 30, 6.

A. Torralba, A. Oliva. (2000). A low dimensional representation of the scene structure. Investigative Ophthalmology & Visual Science, 41.

A. Oliva, A. Torralba. (2000). Recognition of Real World Scenes using Scene Discriminant Filters. International Conference on Cognitive and Neural Systems, Boston. ICCNS'2000

A. Oliva, A. Torralba. (1999). Scene classification from low-level features. Investigative Ophthalmology & Visual Science, 40, 4, S414.

A. Torralba, A. Oliva. (1999). A new spectral space for representing natural images. Investigative Ophthalmology & Visual Science, 40, 4, S350.

A. Oliva, A. Torralba. (1999). Recognition of real world environments. Neuromorphic workshop, Telluride, Colorado, US.