Generation of efficient and user-friendly queries for helper robots to detect target objects

被引：12

作者：

Kurnia, Rahmadi ^{[1
]}

Hossain, Altab ^{[1
]}

Nakamura, Akio ^{[1
]}

Kuno, Yoshinori ^{[1
]}

机构：

[1] Saitama Univ, Dept Informat & Comp Sci, Sakura Ku, Saitama 3388570, Japan

来源：

ADVANCED ROBOTICS | 2006年 / 20卷 / 05期

关键词：

robot vision; dialog generation; object features; image segmentation; human-robot interface;

D O I：

10.1163/156855306776985559

中图分类号：

TP24 [机器人技术];

学科分类号：

080202 [机械电子工程]; 1405 [智能科学与技术];

摘要：

We are developing a helper robot that carries out tasks ordered by users through speech. The robot needs a vision system to recognize the objects appearing in the orders. However, conventional vision systems cannot recognize objects in complex scenes. They may find many objects and cannot determine which is the target. This paper proposes a method of using a conversation with the user to solve this problem. The robot asks a question to which the user can easily answer and whose answer can efficiently reduce the number of candidate objects. It considers the characteristics of features used for object identification such as the ease for humans to specify them by word, generating a user-friendly and efficient sequence of questions. Experimental results show that the robot can detect target objects by asking the questions generated by the method.

引用

页码：499 / 517

页数：19

共 22 条

[1]

BERRY GA, 1998, P WORKSH PERC US INT, P67

[2]

MEAN SHIFT, MODE SEEKING, AND CLUSTERING [J].