A Comparison of Affine Region Detectors Export

@article{mikolajczyk05, abstract = {The paper gives a snapshot of the state of the art in affine covariant region detectors, and compares their performance on a set of test images under varying imaging conditions. Six types of detectors are included: detectors based on affine normalization around Harris (Mikolajczyk and Schmid, 2002; Schaffalitzky and Zisserman, 2002) and Hessian points (Mikolajczyk and Schmid, 2002), a detector of `maximally stable extremal regions', proposed by Matas et al. (2002); an edge-based region detector (Tuytelaars and Van Gool, 1999) and a detector based on intensity extrema (Tuytelaars and Van Gool, 2000), and a detector of `salient regions', proposed by Kadir, Zisserman and Brady (2004). The performance is measured against changes in viewpoint, scale, illumination, defocus and image compression.}, address = {Hingham, MA, USA}, author = {Mikolajczyk, K. and Tuytelaars, T. and Schmid, C. and Zisserman, A. and Matas, J. and Schaffalitzky, F. and Kadir, T. and Van Gool, L.}, citeulike-article-id = {957702}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1117156.1117169}, citeulike-linkout-1 = {http://dx.doi.org/10.1007/s11263-005-3848-x}, doi = {10.1007/s11263-005-3848-x}, issn = {0920-5691}, journal = {Int. J. Comput. Vision}, keywords = {mikolajczyk05}, number = {1-2}, pages = {43--72}, posted-at = {2008-03-25 15:37:47}, priority = {2}, publisher = {Kluwer Academic Publishers}, title = {A Comparison of Affine Region Detectors}, url = {http://dx.doi.org/10.1007/s11263-005-3848-x}, volume = {65}, year = {2005} }

TY - JOUR ID - mikolajczyk05 L3 - citeulike-article-id:957702 N2 - The paper gives a snapshot of the state of the art in affine covariant region detectors, and compares their performance on a set of test images under varying imaging conditions. Six types of detectors are included: detectors based on affine normalization around Harris (Mikolajczyk and Schmid, 2002; Schaffalitzky and Zisserman, 2002) and Hessian points (Mikolajczyk and Schmid, 2002), a detector of `maximally stable extremal regions', proposed by Matas et al. (2002); an edge-based region detector (Tuytelaars and Van Gool, 1999) and a detector based on intensity extrema (Tuytelaars and Van Gool, 2000), and a detector of `salient regions', proposed by Kadir, Zisserman and Brady (2004). The performance is measured against changes in viewpoint, scale, illumination, defocus and image compression. IS - 1-2 JF - Int. J. Comput. Vision SN - 0920-5691 AD - Hingham, MA, USA EP - 72 TI - A Comparison of Affine Region Detectors PB - Kluwer Academic Publishers VL - 65 SP - 43 KW - mikolajczyk05 AU - Mikolajczyk, K AU - Tuytelaars, T AU - Schmid, C AU - Zisserman, A AU - Matas, J AU - Schaffalitzky, F AU - Kadir, T AU - Van Gool, L PY - 2005/// UR - http://dx.doi.org/10.1007/s11263-005-3848-x ER -