Attribute Databases
[1] aPascal & aYahoo Datasets [Link]
Paper: Farhadi, Ali, Ian Endres, Derek Hoiem, and David Forsyth. "Describing objects by their attributes." In CVPR 2009.
[2] Animals with Attributes (AWA) Dataset [Link]
Paper: Lampert, Christoph H., Hannes Nickisch, and Stefan Harmeling. "Learning to detect unseen object classes by between-class attribute transfer." In CVPR 2009.
[3] Public Figures Face Database (PubFig) [Link]
Paper: Kumar, Neeraj, Alexander C. Berg, Peter N. Belhumeur, and Shree K. Nayar. "Attribute and simile classifiers for face verification." In ICCV 2009.
[4] Datasets for Human Action Recognition with Attributes [Link]
Paper: Liu, Jingen, Benjamin Kuipers, and Silvio Savarese. "Recognizing human actions by attributes." In CVPR 2011.
[5] SUN Attribute Dataset [Link]
Paper-1: Patterson, Genevieve, and James Hays. "Sun attribute database: Discovering, annotating, and recognizing scene attributes." In CVPR 2012.
Paper-2: Patterson, Genevieve, Chen Xu, Hang Su, and James Hays. "The SUN Attribute Database: Beyond Categories for Deeper Scene Understanding." In IJCV 2014.
[6] Shoes Dataset [Link]
Paper: Kovashka, Adriana, Devi Parikh, and Kristen Grauman. "Whittlesearch: Image search with relative attribute feedback." In CVPR 2012.
[7] Clothing Attribute Dataset [Link]
Paper: Chen, Huizhong, Andrew Gallagher, and Bernd Girod. "Describing clothing by semantic attributes." In ECCV 2012.
[8] Social Activity Dataset with Attributes [Link]
Paper: Fu, Yanwei, Timothy M. Hospedales, Tao Xiang, and Shaogang Gong. "Attribute learning for understanding unstructured social activity." In ECCV 2012.
[9] Names 100 Dataset [Link]
Paper: Chen, Huizhong, Andrew C. Gallagher, and Bernd Girod. "What's in a Name? First Names as Facial Attributes." In CVPR 2013.
[10] Caltech-UCSD Birds-200 & Caltech-UCSD Birds-200-2011 Datasets [Link]
Paper-1: Welinder, Peter, Steve Branson, Takeshi Mita, Catherine Wah, Florian Schroff, Serge Belongie, and Pietro Perona. "Caltech-UCSD birds 200." 2010.
Paper-2: Wah, Catherine, Steve Branson, Peter Welinder, Pietro Perona, and Serge Belongie. "The caltech-ucsd birds-200-2011 dataset." 2011.
[11] Outdoor Scene Attribute (SceneAtt) Dataset [Link]
Paper: Wang, Shuo, Jungseock Joo, Yizhou Wang, and Song-Chun Zhu. "Weakly supervised learning for attribute localization in outdoor scenes." In CVPR 2013.
[12] Attributes of People Dataset
Paper: Bourdev, Lubomir, Subhransu Maji, and Jitendra Malik. "Describing people: A poselet-based approach to attribute classification." In ICCV 2011.
[13] Database of Human Attributes (HAT) [Link]
Paper: Sharma, Gaurav, and Frédéric Jurie. "Learning discriminative spatial representation for image classification." In BMVC 2011.