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Karen Simonyan, Andrea Vedaldi, Andrew Zisserman. Learning Local Feature Descriptors Using Convex Optimisation. IEEE Trans. Pattern Anal. Mach. Intell., 36(8):1573-1585, 2014. [doi]
Abstract is missing.