Hanwang Zhang 1, Zheng-Jun Zha 2, Yang Yang 1, Shuicheng Yan 1, Yue Gao 1, Tat-Seng Chua 1 1: National University of Singapore 2: Institute of Intelligent Machines, Chinese Academy of Sciences

1/33

2/33

3/33

4/33

5/33

6/33

7/33

8/33

9/33

10/33

11/33

12/33 Leg Skin Leg Tail

13/33

14/33

15/33

16/33 C

17/33 c _ + _

18/33

19/33 D. Parikh, K. Graman. “Interactively Building a Discriminative Vocabulary of Nameable Attributes”, CVPR 2011.

20/33

21/33

22/33

23/33

24/33

25/33 cchild(c) IcIc candidate images

26/33

27/33 MethodfVisualfSemantichVisualhBilinearA 2 SH Time (ms)1.18 x x x x Effective! Efficient!

28/33 fVisual hBilinear A 2 SH matched semantically similar

29/33

30/33 Zhang et al. “Attribute Feedback”, MM 2012

31/33 MethodA 2 SHHFQPMSVM

32/33 QPM HF A 2 SH initial matched semantically similar

33/33

base selected

confusion matrix

0.93