TY - GEN
T1 - Learning a Metric Embedding for Face Recognition using the Multibatch Method.
AU - Tadmor, Oren
AU - Rosenwein, Tal
AU - Shalev-Shwartz, Shai
AU - Wexler, Yonatan
AU - Shashua, Amnon
PY - 2016
Y1 - 2016
N2 - This work is motivated by the engineering task of achieving a near state-of-the-art face recognition on a minimal computing budget running on an embedded system. Our main technical contribution centers around a novel training method, called Multibatch, for similarity learning, i.e., for the task of generating an invariant face signature'' through training pairs of same'' and not-same'' face images.
AB - This work is motivated by the engineering task of achieving a near state-of-the-art face recognition on a minimal computing budget running on an embedded system. Our main technical contribution centers around a novel training method, called Multibatch, for similarity learning, i.e., for the task of generating an invariant face signature'' through training pairs of same'' and not-same'' face images.
M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.conference???
T3 - Advances in Neural Information Processing Systems
SP - 1388
EP - 1389
BT - NIPS 2016
PB - Neural information processing systems foundation
T2 - 30th Annual Conference on Neural Information Processing Systems, NIPS 2016
Y2 - 5 December 2016 through 10 December 2016
ER -