Feature Detection Code

• Interest point detectors and descriptors.
• 19-Jan-2010 - Harris, Hessian, DoG, MSER, SIFT Linux 64 bit (4486447 Bytes), Linux 32 bit (3901027 Bytes), Windows 32 bit (1544192 Bytes), Mac OS (Intel 64 bit) (1521912 Bytes).
• Previous releases of detector/descriptor binaries at Oxford webpage: affine project.
• Evaluation protocol, related papers, top scores, and features.

Linear Discriminant Projections

• Linear Discriminant Projections of local image descriptors such as SIFT that reduce the number of dimensions and adapt the descriptors to specific imaging tasks.
• Matlab implementation LDP (5362107 Bytes).
• Datails, data, related papers.

Lp Norm Multiple Kernel Fisher Discriminant Analysis

• Multiple kernel Fisher discriminant analysis (MK-FDA) with kernel weights regularised with Lp norm for image classification. Learning of intrinsic sparsity of kernels solved efficiently with semi-infinite programming.
• Datails, data, related papers.

Face Detection Code

• Frontal face detector based on edge features and RealBoost learning as well as new detector based on box filters and WaldBoost.
• Details, data, related papers.