n Z]fB
n <G8M
n m?�Qxu9k��n���¢
xuvu���(¥U��ªÑ˨Ñm?Q�xu
L = 1|T |
|T|
∑(a,p,n)∈T
max(∥f(xa) − f(xp)∥22 − ∥f(xa) − f(xn)∥2
2 + α,0)
A����Qj�pD���K• ´¬É̹§• ÆÒ¯¹§Ñ®• ©Ñ¶Ò¹¨ÈѺ
• ÏÀ²º5• R�zh��+4
• q_°²º��O• ̦Ͷ¨Ç����T7
xu`/�q_°²º�ºÎÒ»ªÃ=��3n
½Ò³ r�
ÃÎÒÇL��QH�bE�b���¥j�Tracking-by-Detection¦ÄÏÒ·¥�Uxuvu���(H��Q��¢1�
��ÃÎÒÇ �QH� ±ÊÒº¶ÒÇ�xu ÏÑ®¶ÒÇ�xu xubE
n ¡w źÍ'd
• W w ½ÉÒË;¸ºÐÒ¥U���Q�o�6"¥l� ¡w źͥ'd
• ¡w źÍ�$�t���Q���/:I��£
• Triplet Loss¥U��¾¸ºÐÒ�ÁËÈÒ¶¥'d• anchor�positive�+�anchor�negative¥y��£
n ±ÊÒº¶ÒÇ�xu
n ÏÑ®¶ÒÇ�xu
• zh^�N%��+s¥@��xu+s�+4��£
• ¡w źÍ�$�t��}�¥����#����(�T¥)j
• xu��Q�+��@��H��¤��Q¥�¢1�£
• Y2�|�¢S, g²º®ËÇ���/, ¡w źÍ�t�¥½ÉÒË;¸ºÐÒ������¢1�²°¦¥_��, ¿Ñ«Ì¦ÑM��¢1�
anchor
positive
negative
anchor
positive
negative'd
����
Z]e� �CZ]*$2. �iXJÁ¼µ½¸F0�[ V��!, �,a&, {~��&-'\>; �CcP
E-mail: [email protected], [email protected],{tanabiki.masamoto, furuyama.junko, sato.yuji}@jp.panasonic.com
Web: �CZ]* https://aoki-medialab.jp/
�CZ]*HP
YOLOv3 [J. Redmon ,18]
[Y. Xiang+, 2015]
zh��+4�r�
Top Related