Semantic Image Segmentation and Web-Supervised Visual Learning

Florian Schroff
Ph.D thesis, University of Oxford, 2009

Journals

Harvesting Image Databases from the Web

The downloaded images including annotation and metadata are available here.

The software to download the images is available here (updated: Jul 21 2009) note the BSD based license.

F. Schroff, A. Criminisi, and A. Zisserman
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), April 2011

Peer Reviewed Conferences

FaceNet: A Unified Embedding for Face Recognition and Clustering

F. Schroff, D. Kalenichenko, J. Philbin
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2015

Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelgänger List Comparison

F. Schroff, T. Treibitz, D. Kriegman, S. Belongie
Proceedings of the 11th International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011

Visual Recognition with Humans in the Loop

S. Branson, C. Wah, B. Babenko, F. Schroff, P. Welinder, P. Perona, S. Belongie
European Conference on Computer Vision (ECCV), Heraklion, Crete, 2010

Clustering Videos by Location

F. Schroff, C. L. Zitnick, and S. Baker
Proceedings of the British Machine Vision Conference (BMVC), London, UK, 2009

Object Class Segmentation using Random Forests

The Random Forest code is available here (README) (updated: Dec 15 2010).

It is realeased under a BSD based license.

F. Schroff, A. Criminisi, and A. Zisserman
Proceedings of the British Machine Vision Conference (BMVC), Leeds, UK, 2008

Harvesting Image Databases from the Web

F. Schroff, A. Criminisi, and A. Zisserman
Proceedings of the 11th International Conference on Computer Vision (ICCV), Rio de Janeiro, Brazil, 2007

Single-Histogram Class Models for Image Segmentation

F. Schroff, A. Criminisi, and A. Zisserman
Proceedings of the Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), 2006

Misc

Caltech-UCSD Birds 200

P. Welinder, S. Branson, T. Mita, C. Wah, F. Schroff, S. Belongie, P. Perona
Technical Report, no. CNS-TR-201: Caltech, 2010

Vase retrieval (CLAROS - bringing classical art to a global public)

D. Kurtz, D. Shotton, F. Schroff, Y. Wilks, G. Parker, G. Klyne, A. Zisserman
Presented at the 5th IEEE International Conference on e-Science, Oxford, UK, 2009
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