4. 4
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Conveying Emotional Intensity
“저는 지금 4만큼 긴장됩니다”
DOI: 10.1109/ROMAN.2008.4600669
Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive
Communication, Technische Universität München, Munich, Germany, August 1-3, 2008
5. 5
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Conveying Emotional Intensity
“저는 지금 4만큼 긴장됩니다”
Conveying Emotional Intensity
“she can make an angry face; however, when she becomes angrier, her face
may turn red, or her behavior could become violent”
화날 떄, 표정의 변화가 있어도,
행동이나 얼굴 색 등으로 더 화났을 때를 표현한다.
DOI: 10.1109/ROMAN.2008.4600669
Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive
Communication, Technische Universität München, Munich, Germany, August 1-3, 2008
6. 6
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Conveying Emotional Intensity
“저는 지금 4만큼 긴장됩니다”
Conveying Emotional Intensity
“she can make an angry face; however, when she becomes angrier, her face
may turn red, or her behavior could become violent”
화날 떄, 표정의 변화가 있어도,
행동이나 얼굴 색 등으로 더 화났을 때를 표현한다.
DOI: 10.1109/ROMAN.2008.4600669
Purpose
정량적인 접근과 검증
Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive
Communication, Technische Universität München, Munich, Germany, August 1-3, 2008
7. 7
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Heart rate ~ changes Blinking period
P. Ekman, R. W. Levenson and W. V. Friesen, "Autonomic nervous
system activity distinguishes among emotions," Science, vol. 221, pp.
1208-1210, 1983
Such heart rate changes can be emulated by LED blinking in robots, which
will help people perceive the robot s emotion
1st
The human resting heart rate is 70~75bpm on average,
Accelerated 7~8 bpm by anger, fear or sadness.
8. 8
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Heart rate ~ changes Blinking period
P. Ekman, R. W. Levenson and W. V. Friesen, "Autonomic nervous
system activity distinguishes among emotions," Science, vol. 221, pp.
1208-1210, 1983
Such heart rate changes can be emulated by LED blinking in robots, which
will help people perceive the robot s emotion
1st
The human resting heart rate is 70~75bpm on average,
Accelerated 7~8 bpm by anger, fear or sadness.
2nd
20% faster (85bpm) for anger, fear, and sadness,
0% normal (70~75 bpm)
20% slower (55bpm) for happiness, surprise, and disgust.
9. 9
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
How about Color
F. H. Mahnke, COLOR, Environment, & Human Response, John Wiley
& Sons, 1996, pp. 60-66
F. Birren, Color Psychology and Color Therapy, Kessinger Publishing,
2006, pp. 137-150
10. 10
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
How about Color
F. H. Mahnke, COLOR, Environment, & Human Response, John Wiley
& Sons, 1996, pp. 60-66
F. Birren, Color Psychology and Color Therapy, Kessinger Publishing,
2006, pp. 137-150
- 11개의 색에 관련된 감정 (Mahnke)
11. 11
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
More about Color
W. J. Havlena and M. B. Holbrook, "The Varieties of Consumption
Experience: Comparing Two Typologies of Emotion in Consumer
Behavior,# Journal of Consumer Research, vol. 13, pp. 394-404, 1986
P. Valdez and A. Mehrabian, "Effects of Color on Emotions,# Journal
of Experimental Psychology: General, vol. 123, no. 4, pp. 394-409,
1994
According to Valdez [5],
(B = 밝기 / S = 채도)
12. 12
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
More about Color
W. J. Havlena and M. B. Holbrook, "The Varieties of Consumption
Experience: Comparing Two Typologies of Emotion in Consumer
Behavior,# Journal of Consumer Research, vol. 13, pp. 394-404, 1986
P. Valdez and A. Mehrabian, "Effects of Color on Emotions,# Journal
of Experimental Psychology: General, vol. 123, no. 4, pp. 394-409,
1994
According to Valdez [5],
(B = 밝기 / S = 채도)
13. 13
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
More about Color
W. J. Havlena and M. B. Holbrook, "The Varieties of Consumption
Experience: Comparing Two Typologies of Emotion in Consumer
Behavior,# Journal of Consumer Research, vol. 13, pp. 394-404, 1986
P. Valdez and A. Mehrabian, "Effects of Color on Emotions,# Journal
of Experimental Psychology: General, vol. 123, no. 4, pp. 394-409,
1994
According to Valdez [5],
(B = 밝기 / S = 채도)
14. 14
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Determined Expression
Blinking
55 bpm
55 bpm
55 bpm
85 bpm
85 bpm
85 bpm
15. 15
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Environment : Avatar of Doldori
• Avoiding uncanny valley effect
= 마스코트 타입 돌도리
16. 16
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Environment : Avatar of Doldori
• Avoiding uncanny valley effect
= 마스코트 타입 돌도리
Stimulus and Test set:
17. 17
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Environment : Avatar of Doldori
• Avoiding uncanny valley effect
= 마스코트 타입 돌도리
Stimulus and Test set:
Number of Questions: 18
Number of Participant: 30 (20s~30s)
18. 18
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Environment : Avatar of Doldori
• Avoiding uncanny valley effect
= 마스코트 타입 돌도리
Stimulus and Test set:
Number of Questions: 18
Number of Participant: 30 (20s~30s)
Express Intensity =
19. 19
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Environment : Avatar of Doldori
• Avoiding uncanny valley effect
= 마스코트 타입 돌도리
Stimulus and Test set:
Number of Questions: 18
Number of Participant: 30 (20s~30s)
Express Intensity =
20. 20
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Each trial
Asked :
“둘 중 어느 것에서 더 심한 감정이 표현되나요?”
Answered:
“왼쪽”, “오른쪽”, “모르겠어요”
Scoring:
2점 : 정답
1점 : 미응답 (“모르겠어요”)
0점 : 오답
100% W/O LED Target Cond,
(70% W/O LED)
21. 21
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Result
22. 22
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Result
23. 23
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Result
- 70%
24. 24
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Validation
25. 25
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Validation
독립시행 확률에서 벗어나야 “강조가 되었다.” 라고 평가.
100% W/O LED 100% W LED
26. 26
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Validation
27. 27
Determining Color and Blinking to Support Facial Expression of
a Robot for Conveying Emotional Intensity
Min-gyu Kim, Hui Sung Lee, Jeong Woo Park, Su Hun Jo, and Myung Jin Chung
1
Evaluation
Validation
28. Tangible Interaction in the Dentist Office
2021.08.12
Byounghern, Kim.
Graduate School of Creative Design Engineering
30. 30
입력장치 관련 논문 조사
Prof. Frode Guribye
2
Designing for Tangible Affective Interaction
NordiCHI '16: Proceedings of the 9th Nordic Conference on Human-Computer Interaction, October 2016
Article No.: 30Pages 1–10, https://doi.org/10.1145/2971485.2971547
Tangible Interaction in the Dentist Office
TEI '18: Proceedings of the Twelfth International Conference on Tangible, Embedded, and Embodied
Interaction March 2018 Pages 123–130 https://doi.org/10.1145/3173225.3173287