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Volumn 6, Issue 1, 2014, Pages 85-119

A Survey on Perception Methods for Human-Robot Interaction in Social Robots

Author keywords

Human robot interaction; Perception; Social robots; Survey

Indexed keywords

AGRICULTURAL ROBOTS; DIMENSIONALITY REDUCTION; DISCRIMINANT ANALYSIS; EXTRACTION; FEATURE EXTRACTION; HUMAN ROBOT INTERACTION; MAN MACHINE SYSTEMS; OBJECT RECOGNITION; OBJECT TRACKING; SEMANTICS; SENSORY PERCEPTION; SURVEYING; SURVEYS;

EID: 84896257146     PISSN: 18754791     EISSN: 18754805     Source Type: Journal    
DOI: 10.1007/s12369-013-0199-6     Document Type: Review
Times cited : (107)

References (226)
  • 1
    • 0037475135 scopus 로고    scopus 로고
    • A survey of socially interactive robots
    • Fong T, Nourbakhsh I, Dautenhahn K (2003) A survey of socially interactive robots. Robot Auton Syst 42(3-4): 143-166.
    • (2003) Robot Auton Syst , vol.42 , Issue.3-4 , pp. 143-166
    • Fong, T.1    Nourbakhsh, I.2    Dautenhahn, K.3
  • 5
    • 84896258779 scopus 로고    scopus 로고
    • Accessed 5 November, [Online]. Available from
    • Social robot, accessed 5 November, 2011 [Online]. Available from: http://en. wikipedia. org/wiki/Social_robot.
    • (2011) Social robot
  • 6
    • 0037475130 scopus 로고    scopus 로고
    • Toward sociable robots
    • Breazeal C (2003) Toward sociable robots. Robot Auton Syst 42(3-4): 167-175.
    • (2003) Robot Auton Syst , vol.42 , Issue.3-4 , pp. 167-175
    • Breazeal, C.1
  • 8
    • 0037475135 scopus 로고    scopus 로고
    • A survey of socially interactive robots
    • Fong T, Nourbakhsh I, Dautenhahn K (2003) A survey of socially interactive robots. Robot Auton Syst 42(3-4): 143-166.
    • (2003) Robot Auton Syst , vol.42 , Issue.3-4 , pp. 143-166
    • Fong, T.1    Nourbakhsh, I.2    Dautenhahn, K.3
  • 10
    • 51849153798 scopus 로고    scopus 로고
    • Affective human-robotic interaction
    • Berlin: Springer
    • Jones C, Deeming A (2008) Affective human-robotic interaction. In: Lecture Notes in Computer Science, vol 4868. Springer, Berlin, pp 175-185.
    • (2008) Lecture Notes in Computer Science , vol.4868 , pp. 175-185
    • Jones, C.1    Deeming, A.2
  • 11
    • 45949083061 scopus 로고    scopus 로고
    • accessed 25 February, [Online]. Available from
    • The FG-NET Aging Database, accessed 25 February, 2008 [Online]. Available from: http://www. fgnet. rsunit. com/.
    • (2008) The FG-NET Aging Database
  • 13
    • 0031623882 scopus 로고    scopus 로고
    • Eye finding via face detection for a foveated, active vision system
    • Scassellati B (1998) Eye finding via face detection for a foveated, active vision system. In: National conference on artificial intelligence, pp 969-976.
    • (1998) National Conference on Artificial Intelligence , pp. 969-976
    • Scassellati, B.1
  • 15
    • 37149055448 scopus 로고    scopus 로고
    • The iCub cognitive humanoid robot: an open-system research platform for enactive cognition
    • Berlin: Springer
    • Sandini G, Metta G, Vernon D (2007) The iCub cognitive humanoid robot: an open-system research platform for enactive cognition. In: Lecture notes in computer science, vol 4850. Springer, Berlin, pp 358-369.
    • (2007) Lecture Notes in Computer Science , vol.4850 , pp. 358-369
    • Sandini, G.1    Metta, G.2    Vernon, D.3
  • 16
    • 77955681043 scopus 로고    scopus 로고
    • Attention via synchrony: making use of multimodal cues in social learning
    • Rolf M, Hanheide M, Rohlfing KJ (2009) Attention via synchrony: making use of multimodal cues in social learning. IEEE Trans Auton Mental Dev 1(1): 55-67.
    • (2009) IEEE Trans Auton Mental Dev , vol.1 , Issue.1 , pp. 55-67
    • Rolf, M.1    Hanheide, M.2    Rohlfing, K.J.3
  • 19
    • 0037699913 scopus 로고    scopus 로고
    • Emotion and sociable humanoid robots
    • Breazeal C (2003) Emotion and sociable humanoid robots. Int J Hum-Comput Stud 59(1-2): 119-155.
    • (2003) Int J Hum-Comput Stud , vol.59 , Issue.1-2 , pp. 119-155
    • Breazeal, C.1
  • 21
    • 0036451058 scopus 로고    scopus 로고
    • Recognizing and remembering individuals: online and unsupervised face recognition for humanoid robot
    • Aryananda L (2002) Recognizing and remembering individuals: online and unsupervised face recognition for humanoid robot. In: IEEE international conference on intelligent robots and systems, vol 2, pp 1202-1207.
    • (2002) IEEE International Conference on Intelligent Robots and Systems , vol.2 , pp. 1202-1207
    • Aryananda, L.1
  • 22
    • 0036171504 scopus 로고    scopus 로고
    • Recognition of affective communicative intent in robot-directed speech
    • Breazeal C, Aryananda L (2002) Recognition of affective communicative intent in robot-directed speech. Auton Robots 12(1): 83-104.
    • (2002) Auton Robots , vol.12 , Issue.1 , pp. 83-104
    • Breazeal, C.1    Aryananda, L.2
  • 34
    • 34447526055 scopus 로고    scopus 로고
    • Adaptive visual gesture recognition for human-robot interaction using a knowledge-based software platform
    • Hasanuzzaman Md, Zhang T, Ampornaramveth V, Gotoda H, Shirai Y, Ueno H (2007) Adaptive visual gesture recognition for human-robot interaction using a knowledge-based software platform. Robot Auton Syst 55(8): 643-657.
    • (2007) Robot Auton Syst , vol.55 , Issue.8 , pp. 643-657
    • Hasanuzzaman, M.1    Zhang, T.2    Ampornaramveth, V.3    Gotoda, H.4    Shirai, Y.5    Ueno, H.6
  • 35
    • 72149125035 scopus 로고    scopus 로고
    • Abstracting people's trajectories for social robots to proactively approach customers
    • Kanda T, Glas DF, Shiomi M (2009) Abstracting people's trajectories for social robots to proactively approach customers. IEEE Trans Robot 25(6): 1382-1396.
    • (2009) IEEE Trans Robot , vol.25 , Issue.6 , pp. 1382-1396
    • Kanda, T.1    Glas, D.F.2    Shiomi, M.3
  • 40
    • 84973462799 scopus 로고    scopus 로고
    • Domestic applications for social robots-an online survey on the influence of appearance and capabilities
    • Lohse M, Hegel F, Wrede B (2008) Domestic applications for social robots-an online survey on the influence of appearance and capabilities. J Phys Agents 2(2): 21-32.
    • (2008) J Phys Agents , vol.2 , Issue.2 , pp. 21-32
    • Lohse, M.1    Hegel, F.2    Wrede, B.3
  • 45
    • 38049150178 scopus 로고    scopus 로고
    • Neural network-based head pose estimation and multi-view fusion
    • Berlin: Springer
    • Voit M, Nickel K, Stiefelhagen R (2007) Neural network-based head pose estimation and multi-view fusion. In: Lecture notes in computer science, vol 4122. Springer, Berlin, pp 291-298.
    • (2007) Lecture Notes in Computer Science , vol.4122 , pp. 291-298
    • Voit, M.1    Nickel, K.2    Stiefelhagen, R.3
  • 46
    • 34548253839 scopus 로고    scopus 로고
    • Visual recognition of pointing gestures for human-robot interaction
    • Nickel K, Stiefelhagen R (2007) Visual recognition of pointing gestures for human-robot interaction. Image Vis Comput 25(12): 1875-1884.
    • (2007) Image Vis Comput , vol.25 , Issue.12 , pp. 1875-1884
    • Nickel, K.1    Stiefelhagen, R.2
  • 48
    • 22144479442 scopus 로고    scopus 로고
    • Advances in face detection and recognition technologies
    • Sato A, Imaoka H, Suzuki T, Hosoi T (2005) Advances in face detection and recognition technologies. NEC J Adv Technol 2(1): 28-34.
    • (2005) NEC J Adv Technol , vol.2 , Issue.1 , pp. 28-34
    • Sato, A.1    Imaoka, H.2    Suzuki, T.3    Hosoi, T.4
  • 49
    • 33947130149 scopus 로고    scopus 로고
    • Robust speech recognition using factorial HMMs for home environments
    • doi: 10. 1155/2007/20593
    • Betkowska A, Shinoda K, Furui S (2007) Robust speech recognition using factorial HMMs for home environments. Eurasip J Adv Signal Process. doi: 10. 1155/2007/20593.
    • (2007) Eurasip J Adv Signal Process
    • Betkowska, A.1    Shinoda, K.2    Furui, S.3
  • 50
    • 33646818684 scopus 로고    scopus 로고
    • Affective touch for robotic companions
    • Berlin: Springer
    • Stiehl W, Breazeal C (2005) Affective touch for robotic companions. In: Lecture notes in computer science, vol 3784. Springer, Berlin, pp 747-754.
    • (2005) Lecture Notes in Computer Science , vol.3784 , pp. 747-754
    • Stiehl, W.1    Breazeal, C.2
  • 54
    • 84871992968 scopus 로고    scopus 로고
    • An adaptable fuzzy affective states model for affective states recognition
    • Esau N, Kleinjohann L, Kleinjohann B (2005) An adaptable fuzzy affective states model for affective states recognition. In: EUSFLAT-LFA, pp 73-78.
    • (2005) Eusflat-Lfa , pp. 73-78
    • Esau, N.1    Kleinjohann, L.2    Kleinjohann, B.3
  • 57
    • 56749185950 scopus 로고    scopus 로고
    • Visual-based emotion detection for natural man-machine interaction
    • Berlin: Springer
    • Strupp S, Schmitz N, Berns K (2008) Visual-based emotion detection for natural man-machine interaction. In: Lecture notes in computer science, vol 5243. Springer, Berlin, pp 356-363.
    • (2008) Lecture Notes in Computer Science , vol.5243 , pp. 356-363
    • Strupp, S.1    Schmitz, N.2    Berns, K.3
  • 58
    • 33846327914 scopus 로고    scopus 로고
    • Designing a sociable humanoid robot for interdisciplinary research
    • Hackel M, Schwope S, Fritsch J, Wrede B, Sagerer G (2006) Designing a sociable humanoid robot for interdisciplinary research. Adv Robot 20(11): 1219-1235.
    • (2006) Adv Robot , vol.20 , Issue.11 , pp. 1219-1235
    • Hackel, M.1    Schwope, S.2    Fritsch, J.3    Wrede, B.4    Sagerer, G.5
  • 59
    • 33750564952 scopus 로고    scopus 로고
    • Comparing feature sets for acted and spontaneous speech in view of automatic emotion recognition
    • Vogt T, Andreé E (2005) Comparing feature sets for acted and spontaneous speech in view of automatic emotion recognition. In: IEEE international conference on multimedia and expo, pp 474-477.
    • (2005) IEEE International Conference on Multimedia and Expo , pp. 474-477
    • Vogt, T.1    Andreé, E.2
  • 68
    • 0037475128 scopus 로고    scopus 로고
    • Social and collaborative aspects of interaction with a service robot
    • Kerstin S, Anders G, Helge H (2003) Social and collaborative aspects of interaction with a service robot. Robot Auton Syst 42: 223-234.
    • (2003) Robot Auton Syst , vol.42 , pp. 223-234
    • Kerstin, S.1    Anders, G.2    Helge, H.3
  • 70
    • 84857520097 scopus 로고    scopus 로고
    • A playful robot for research, therapy, and entertainment
    • Kozima H, Michalowski M, Nakagawa C (2009) A playful robot for research, therapy, and entertainment. Int J Soc Robot 1: 3-18.
    • (2009) Int J Soc Robot , vol.1 , pp. 3-18
    • Kozima, H.1    Michalowski, M.2    Nakagawa, C.3
  • 71
    • 35348921191 scopus 로고    scopus 로고
    • Living with seal robots-its sociopsychological and physiological influences on the elderly at a care house
    • Wada K, Shibata T (2007) Living with seal robots-its sociopsychological and physiological influences on the elderly at a care house. IEEE Trans Robot 23(5): 972-980.
    • (2007) IEEE Trans Robot , vol.23 , Issue.5 , pp. 972-980
    • Wada, K.1    Shibata, T.2
  • 77
    • 0037475126 scopus 로고    scopus 로고
    • An ethological and emotional basis for human-robot interaction
    • Ronald C, Fujita M, Tsuyoshi T, Rika H (2003) An ethological and emotional basis for human-robot interaction. Robot Auton Syst 42: 191-201.
    • (2003) Robot Auton Syst , vol.42 , pp. 191-201
    • Ronald, C.1    Fujita, M.2    Tsuyoshi, T.3    Rika, H.4
  • 88
    • 77956563939 scopus 로고    scopus 로고
    • ROS on the PR2
    • Cousins S (2010) ROS on the PR2. IEEE Robot Autom Mag 17(3): 23-25.
    • (2010) IEEE Robot Autom Mag , vol.17 , Issue.3 , pp. 23-25
    • Cousins, S.1
  • 92
    • 84896286007 scopus 로고    scopus 로고
    • Kinect, Accessed 9 December, [Online] Available from
    • Kinect, Accessed 9 December, 2011 [Online] Available from: http://en. wikipedia. org/wiki/Kinect.
    • (2011)
  • 93
    • 84896275147 scopus 로고    scopus 로고
    • Bumblebee2, Accessed 2010 [Online] Available from
    • Bumblebee2, Accessed 2010 [Online] Available from: http://www. ptgrey. com/products/stereo. asp.
  • 94
    • 0032204063 scopus 로고    scopus 로고
    • A model of saliency-based visual attention for rapid scene analysis
    • Itti L, Koch C, Niebur E (1998) A model of saliency-based visual attention for rapid scene analysis. IEEE Trans Pattern Anal Mach Intell 20(11): 1254-1259.
    • (1998) IEEE Trans Pattern Anal Mach Intell , vol.20 , Issue.11 , pp. 1254-1259
    • Itti, L.1    Koch, C.2    Niebur, E.3
  • 95
    • 0034206120 scopus 로고    scopus 로고
    • Integrated person tracking using stereo, color, and pattern detection
    • Darrell T, Gordon GM, Harville M, Woodfill J (2000) Integrated person tracking using stereo, color, and pattern detection. Int J Comput Vis 37(2): 175-185.
    • (2000) Int J Comput Vis , vol.37 , Issue.2 , pp. 175-185
    • Darrell, T.1    Gordon, G.M.2    Harville, M.3    Woodfill, J.4
  • 97
    • 33750528717 scopus 로고    scopus 로고
    • A survey of skin-color modeling and detection methods
    • Kakumanu P, Makrogiannis S, Bourbakis N (2007) A survey of skin-color modeling and detection methods. Pattern Recognit 40: 1106-1122.
    • (2007) Pattern Recognit , vol.40 , pp. 1106-1122
    • Kakumanu, P.1    Makrogiannis, S.2    Bourbakis, N.3
  • 100
    • 38149109120 scopus 로고    scopus 로고
    • Facial feature detection under various illuminations
    • Berlin: Springer
    • Chen J, Tiddeman B (2007) Facial feature detection under various illuminations. In: Lecture notes in computer science, vol 4841. Springer, Berlin, pp 498-508.
    • (2007) Lecture Notes in Computer Science , vol.4841 , pp. 498-508
    • Chen, J.1    Tiddeman, B.2
  • 101
    • 85010188314 scopus 로고
    • Non-parametric local transforms for computing visual correspondence
    • Zabih R, Woodfill J (1994) Non-parametric local transforms for computing visual correspondence. In: European conference on computer vision, pp 151-158.
    • (1994) European Conference on Computer Vision , pp. 151-158
    • Zabih, R.1    Woodfill, J.2
  • 102
    • 77952581437 scopus 로고    scopus 로고
    • Image ratio features for facial expression recognition application
    • doi: 10. 1109/TSMCB. 2009. 2029076
    • Song M, Tao D, Liu Z, Li X, Zhou M (2009) Image ratio features for facial expression recognition application. IEEE Trans Syst Man Cyber Part B Cyber. doi: 10. 1109/TSMCB. 2009. 2029076.
    • (2009) IEEE Trans Syst Man Cyber Part B Cyber
    • Song, M.1    Tao, D.2    Liu, Z.3    Li, X.4    Zhou, M.5
  • 103
    • 0025631742 scopus 로고
    • Texture classification using texture spectrum
    • Wang L, He D-C (1990) Texture classification using texture spectrum. Pattern Recognit 23(8): 905-910.
    • (1990) Pattern Recognit , vol.23 , Issue.8 , pp. 905-910
    • Wang, L.1    He, D.-C.2
  • 104
    • 0029669420 scopus 로고    scopus 로고
    • Texture classification using texture spectrum
    • Ojala T, Pietikäinen M, Harwood D (1996) Texture classification using texture spectrum. Pattern Recognit 29(1): 51-59.
    • (1996) Pattern Recognit , vol.29 , Issue.1 , pp. 51-59
    • Ojala, T.1    Pietikäinen, M.2    Harwood, D.3
  • 105
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • Ojala T, Pietikäine M, Mäenpää T (2002) Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans Pattern Anal Mach Intell 24(7): 971-987.
    • (2002) IEEE Trans Pattern Anal Mach Intell , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikäine, M.2    Mäenpää, T.3
  • 107
    • 33947167478 scopus 로고    scopus 로고
    • Face description with local binary patterns: application to face recognition
    • Ahonen T, Hadid A, Matti P (2006) Face description with local binary patterns: application to face recognition. IEEE Trans Pattern Anal Mach Intell 28(12): 2037-2041.
    • (2006) IEEE Trans Pattern Anal Mach Intell , vol.28 , Issue.12 , pp. 2037-2041
    • Ahonen, T.1    Hadid, A.2    Matti, P.3
  • 108
    • 63449136395 scopus 로고    scopus 로고
    • Facial expression recognition based on local binary patterns: a comprehensive study
    • Shan C, Gong S, McOwan PW (2009) Facial expression recognition based on local binary patterns: a comprehensive study. Image Vis Comput 27(6): 803-816.
    • (2009) Image Vis Comput , vol.27 , Issue.6 , pp. 803-816
    • Shan, C.1    Gong, S.2    McOwan, P.W.3
  • 109
    • 50349102923 scopus 로고    scopus 로고
    • Illumination compensation and normalization in eigenspace-based face recognition: a comparative study of different pre-processing approaches
    • Solar J, Quinteros J (2008) Illumination compensation and normalization in eigenspace-based face recognition: a comparative study of different pre-processing approaches. Pattern Recognit Lett 29: 1966-1979.
    • (2008) Pattern Recognit Lett , vol.29 , pp. 1966-1979
    • Solar, J.1    Quinteros, J.2
  • 110
    • 67650260840 scopus 로고    scopus 로고
    • Boosted multi-resolution spatiotemporal descriptors for facial expression recognition
    • Zhao G, Pietikainen M (2009) Boosted multi-resolution spatiotemporal descriptors for facial expression recognition. Pattern Recognit Lett 30(12): 1117-1127.
    • (2009) Pattern Recognit Lett , vol.30 , Issue.12 , pp. 1117-1127
    • Zhao, G.1    Pietikainen, M.2
  • 112
    • 33744969564 scopus 로고    scopus 로고
    • Face detection and tracking in video sequences using the modified census transformation
    • Christian K, Ernst A (2006) Face detection and tracking in video sequences using the modified census transformation. Image Vis Comput 24: 564-572.
    • (2006) Image Vis Comput , vol.24 , pp. 564-572
    • Christian, K.1    Ernst, A.2
  • 113
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe DG (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vis 60(2): 91-110.
    • (2004) Int J Comput Vis , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 114
    • 0033284915 scopus 로고    scopus 로고
    • Object recognition from local scale-invariant features
    • Lowe DG (1999) Object recognition from local scale-invariant features. In: International conference on computer vision, pp 1150-1157.
    • (1999) International Conference on Computer Vision , pp. 1150-1157
    • Lowe, D.G.1
  • 119
    • 77952191526 scopus 로고    scopus 로고
    • Study and comparison of various image edge detection techniques
    • Raman M, Himanshu A (2009) Study and comparison of various image edge detection techniques. Int J Image Process 3(1): 1-12.
    • (2009) Int J Image Process , vol.3 , Issue.1 , pp. 1-12
    • Raman, M.1    Himanshu, A.2
  • 120
    • 0019698606 scopus 로고
    • Determining optical flow
    • Horn BKP, Schunck BG (1981) Determining optical flow. Artif Intell 17(1-3): 185-203.
    • (1981) Artif Intell , vol.17 , Issue.1-3 , pp. 185-203
    • Horn, B.K.P.1    Schunck, B.G.2
  • 122
    • 0032137529 scopus 로고    scopus 로고
    • Robust optic flow computation
    • Bab-Hadiashar A, Suter D (1998) Robust optic flow computation. Int J Comput Vis 29(1): 59-77.
    • (1998) Int J Comput Vis , vol.29 , Issue.1 , pp. 59-77
    • Bab-Hadiashar, A.1    Suter, D.2
  • 123
    • 0041861252 scopus 로고    scopus 로고
    • Biologically inspired visual odometer for navigation of a flying robot
    • Iida F (2003) Biologically inspired visual odometer for navigation of a flying robot. Robot Auton Syst 44: 201-208.
    • (2003) Robot Auton Syst , vol.44 , pp. 201-208
    • Iida, F.1
  • 124
    • 0029273595 scopus 로고
    • Motion-based recognition: a survey
    • Cédras C, Shah M (1995) Motion-based recognition: a survey. Image Vis Comput 13(2): 129-155.
    • (1995) Image Vis Comput , vol.13 , Issue.2 , pp. 129-155
    • Cédras, C.1    Shah, M.2
  • 125
    • 0035271128 scopus 로고    scopus 로고
    • A survey of computer vision-based human motion capture
    • Moeslund T, Granum E (2001) A survey of computer vision-based human motion capture. Comput Vis Image Underst 81: 231-268.
    • (2001) Comput Vis Image Underst , vol.81 , pp. 231-268
    • Moeslund, T.1    Granum, E.2
  • 126
    • 0347410736 scopus 로고    scopus 로고
    • Video analysis of human dynamics: a survey
    • Wang J, Singh S (2003) Video analysis of human dynamics: a survey. Real-Time Imaging 9: 321-346.
    • (2003) Real-Time Imaging , vol.9 , pp. 321-346
    • Wang, J.1    Singh, S.2
  • 127
    • 35148892188 scopus 로고    scopus 로고
    • Gait recognition for human identification based on ICA and fuzzy SVM through multiple views fusion
    • Lu J, Zhang E (2007) Gait recognition for human identification based on ICA and fuzzy SVM through multiple views fusion. Pattern Recognit Lett 28(16): 2401-2411.
    • (2007) Pattern Recognit Lett , vol.28 , Issue.16 , pp. 2401-2411
    • Lu, J.1    Zhang, E.2
  • 128
    • 73449142516 scopus 로고    scopus 로고
    • Uncorrelated discriminant nearest feature line analysis for face recognition
    • Lu J, Tan Y-P (2010) Uncorrelated discriminant nearest feature line analysis for face recognition. IEEE Signal Process Lett 17(2): 185-188.
    • (2010) IEEE Signal Process Lett , vol.17 , Issue.2 , pp. 185-188
    • Lu, J.1    Tan, Y.-P.2
  • 129
    • 75149142917 scopus 로고    scopus 로고
    • Uncorrelated discriminant simplex analysis for view-invariant gait signal computing
    • Lu J, Tan Y-P (2010) Uncorrelated discriminant simplex analysis for view-invariant gait signal computing. Pattern Recognit Lett 31(5): 382-393.
    • (2010) Pattern Recognit Lett , vol.31 , Issue.5 , pp. 382-393
    • Lu, J.1    Tan, Y.-P.2
  • 130
  • 131
    • 76249085662 scopus 로고    scopus 로고
    • Enhanced locality sensitive discriminant analysis for image recognition
    • Lu J (2010) Enhanced locality sensitive discriminant analysis for image recognition. Electron Lett 46(3): 217-218.
    • (2010) Electron Lett , vol.46 , Issue.3 , pp. 217-218
    • Lu, J.1
  • 132
    • 77249152746 scopus 로고    scopus 로고
    • A doubly weighted approach for appearance-based subspace learning methods
    • Lu J, Tan Y-P (2010) A doubly weighted approach for appearance-based subspace learning methods. IEEE Trans Inf Forensics Secur 5(1): 71-81.
    • (2010) IEEE Trans Inf Forensics Secur , vol.5 , Issue.1 , pp. 71-81
    • Lu, J.1    Tan, Y.-P.2
  • 133
    • 77952586109 scopus 로고    scopus 로고
    • Regularized locality preserving projections and its extensions for face recognition
    • Lu J, Tan Y-P (2010) Regularized locality preserving projections and its extensions for face recognition. IEEE Trans Syst Man Cybern, Part B, Cybern 40(2): 958-963.
    • (2010) IEEE Trans Syst Man Cybern, Part B, Cybern , vol.40 , Issue.2 , pp. 958-963
    • Lu, J.1    Tan, Y.-P.2
  • 135
    • 78650110998 scopus 로고    scopus 로고
    • Nearest feature space analysis for classification
    • Lu J, Tan Y-P (2011) Nearest feature space analysis for classification. IEEE Signal Process Lett 18(1): 55-58.
    • (2011) IEEE Signal Process Lett , vol.18 , Issue.1 , pp. 55-58
    • Lu, J.1    Tan, Y.-P.2
  • 136
    • 79958764171 scopus 로고    scopus 로고
    • Joint subspace learning for view-invariant gait recognition
    • Liu N, Lu J, Tan Y-P (2011) Joint subspace learning for view-invariant gait recognition. IEEE Signal Process Lett 18(7): 431-434.
    • (2011) IEEE Signal Process Lett , vol.18 , Issue.7 , pp. 431-434
    • Liu, N.1    Lu, J.2    Tan, Y.-P.3
  • 137
    • 84861143229 scopus 로고    scopus 로고
    • Cost-sensitive semi-supervised discriminant analysis for face recognition
    • Lu J, Zhou X, Tan Y-P, Shang Y, Zhou J (2012) Cost-sensitive semi-supervised discriminant analysis for face recognition. IEEE Trans Inf Forensics Secur 7(3): 944-953.
    • (2012) IEEE Trans Inf Forensics Secur , vol.7 , Issue.3 , pp. 944-953
    • Lu, J.1    Zhou, X.2    Tan, Y.-P.3    Shang, Y.4    Zhou, J.5
  • 138
    • 84874611734 scopus 로고    scopus 로고
    • Cost-sensitive subspace analysis and extensions for face recognition
    • Lu J, Tan Y-P (2013) Cost-sensitive subspace analysis and extensions for face recognition. IEEE Trans Inf Forensics Secur 7(3): 510-519.
    • (2013) IEEE Trans Inf Forensics Secur , vol.7 , Issue.3 , pp. 510-519
    • Lu, J.1    Tan, Y.-P.2
  • 139
    • 84870217050 scopus 로고    scopus 로고
    • Discriminative multimanifold analysis for face recognition from a single training sample per person
    • Lu J, Tan Y-P, Wang G (2013) Discriminative multimanifold analysis for face recognition from a single training sample per person. IEEE Trans Pattern Anal Mach Intell 35(1): 39-51.
    • (2013) IEEE Trans Pattern Anal Mach Intell , vol.35 , Issue.1 , pp. 39-51
    • Lu, J.1    Tan, Y.-P.2    Wang, G.3
  • 141
    • 67249097893 scopus 로고    scopus 로고
    • Palmprint recognition via locality preserving projections and extreme learning machine neural network
    • Lu J, Zhao Y, Xue Y, Hu J (2008) Palmprint recognition via locality preserving projections and extreme learning machine neural network. In: International conference on signal processing, pp 2096-2099.
    • (2008) International Conference on Signal Processing , pp. 2096-2099
    • Lu, J.1    Zhao, Y.2    Xue, Y.3    Hu, J.4
  • 142
    • 26844466635 scopus 로고    scopus 로고
    • Gait recognition via independent component analysis based on support vector machine and neural network
    • Zhang E, Lu J, Duan G (2005) Gait recognition via independent component analysis based on support vector machine and neural network. In: International conference on natural computation, pp 640-649.
    • (2005) International Conference on Natural Computation , pp. 640-649
    • Zhang, E.1    Lu, J.2    Duan, G.3
  • 143
    • 0026065565 scopus 로고
    • Eigenfaces for recognition
    • Turk M, Pentland A (1991) Eigenfaces for recognition. J Cogn Neurosci 3(1): 71-86.
    • (1991) J Cogn Neurosci , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 146
    • 74449083167 scopus 로고    scopus 로고
    • Feature extraction using discrete cosine transform and discrimination power analysis with a face recognition technology
    • Dabbaghchian SP, Ghaemmaghami M, Aghagolzadeh A (2010) Feature extraction using discrete cosine transform and discrimination power analysis with a face recognition technology. Pattern Recognit 43: 1431-1440.
    • (2010) Pattern Recognit , vol.43 , pp. 1431-1440
    • Dabbaghchian, S.P.1    Ghaemmaghami, M.2    Aghagolzadeh, A.3
  • 148
    • 0036543747 scopus 로고    scopus 로고
    • Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition
    • Liu C, Wechsler H (2002) Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition. IEEE Trans Image Process 11(4): 467-476.
    • (2002) IEEE Trans Image Process , vol.11 , Issue.4 , pp. 467-476
    • Liu, C.1    Wechsler, H.2
  • 149
    • 68949119819 scopus 로고    scopus 로고
    • Enhanced Gabor-based region covariance matrices for palmprint recognition
    • Lu J, Zhao Y, Hu J (2009) Enhanced Gabor-based region covariance matrices for palmprint recognition. Electron Lett 45(17): 880-881.
    • (2009) Electron Lett , vol.45 , Issue.17 , pp. 880-881
    • Lu, J.1    Zhao, Y.2    Hu, J.3
  • 150
    • 36048938814 scopus 로고    scopus 로고
    • Facial action unit recognition by exploiting their dynamic and semantic relationships
    • Tong Y, Liao W, Ji Q (2007) Facial action unit recognition by exploiting their dynamic and semantic relationships. IEEE Trans Pattern Anal Mach Intell 29(10): 1683-1699.
    • (2007) IEEE Trans Pattern Anal Mach Intell , vol.29 , Issue.10 , pp. 1683-1699
    • Tong, Y.1    Liao, W.2    Ji, Q.3
  • 151
    • 33751439293 scopus 로고    scopus 로고
    • Human and computer recognition of facial expressions of emotion
    • Susskind JM, Littlewort G, Bartlett MS (2007) Human and computer recognition of facial expressions of emotion. Neuropsychologia 45(1): 152-162.
    • (2007) Neuropsychologia , vol.45 , Issue.1 , pp. 152-162
    • Susskind, J.M.1    Littlewort, G.2    Bartlett, M.S.3
  • 152
    • 68949162065 scopus 로고    scopus 로고
    • Haar-like features with optimally weighted rectangles for rapid object detection
    • Pavani SK, Delgado D, Frangi AF (2010) Haar-like features with optimally weighted rectangles for rapid object detection. Pattern Recognit 43(1): 160-172.
    • (2010) Pattern Recognit , vol.43 , Issue.1 , pp. 160-172
    • Pavani, S.K.1    Delgado, D.2    Frangi, A.F.3
  • 154
    • 56049094605 scopus 로고    scopus 로고
    • Boosting encoded dynamic features for facial expression recognition
    • Yang P, Li Q, Metaxas DN (2009) Boosting encoded dynamic features for facial expression recognition. Pattern Recognit Lett 30(2): 132-139.
    • (2009) Pattern Recognit Lett , vol.30 , Issue.2 , pp. 132-139
    • Yang, P.1    Li, Q.2    Metaxas, D.N.3
  • 156
    • 0019574599 scopus 로고
    • Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography
    • Martin AF, Robert, CB (1981) Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Commun ACM 24(6): 381-395.
    • (1981) Commun ACM , vol.24 , Issue.6 , pp. 381-395
    • Martin, A.F.1    Robert, C.B.2
  • 158
    • 0032685832 scopus 로고    scopus 로고
    • Using spin images for efficient object recognition in cluttered 3D scenes
    • Johnson A, Hebert M (1999) Using spin images for efficient object recognition in cluttered 3D scenes. IEEE Trans Pattern Anal Mach Intell 21(5): 433-449.
    • (1999) IEEE Trans Pattern Anal Mach Intell , vol.21 , Issue.5 , pp. 433-449
    • Johnson, A.1    Hebert, M.2
  • 162
  • 165
    • 3042689321 scopus 로고    scopus 로고
    • Robots that can hear, understand and talk
    • Prasad R, Saruwatari H, Shikano K (2004) Robots that can hear, understand and talk. Adv Robot 18(5): 533-564.
    • (2004) Adv Robot , vol.18 , Issue.5 , pp. 533-564
    • Prasad, R.1    Saruwatari, H.2    Shikano, K.3
  • 167
    • 84896283015 scopus 로고    scopus 로고
    • A review of speech pattern recognition: survey
    • Jaisal PK, Mishra PK (2012) A review of speech pattern recognition: survey. Int J Comput Sci Technol 3(1): 709-713.
    • (2012) Int J Comput Sci Technol , vol.3 , Issue.1 , pp. 709-713
    • Jaisal, P.K.1    Mishra, P.K.2
  • 168
    • 44149109121 scopus 로고    scopus 로고
    • Fear-type emotion recognition for future audio-based surveillance systems
    • Clavel C, Vasilescu I, Devillers L, Richard G, Ehrette T (2008) Fear-type emotion recognition for future audio-based surveillance systems. Speech Commun 50: 487-503.
    • (2008) Speech Commun , vol.50 , pp. 487-503
    • Clavel, C.1    Vasilescu, I.2    Devillers, L.3    Richard, G.4    Ehrette, T.5
  • 169
    • 51849102055 scopus 로고    scopus 로고
    • Automatic recognition of emotion from speech: a review of the literature and recommendations for practical realisation
    • Berlin: Springer
    • Vogt T, André E, Johannes W (2008) Automatic recognition of emotion from speech: a review of the literature and recommendations for practical realisation. In: Lecture note in computer science, vol 4868. Springer, Berlin, pp 75-91.
    • (2008) Lecture Note in Computer Science , vol.4868 , pp. 75-91
    • Vogt, T.1    André, E.2    Johannes, W.3
  • 171
    • 21544459345 scopus 로고    scopus 로고
    • Challenges in real-life emotion annotation and machine learning based detection
    • Devillers L, Vidrascu L, Lamel L (2005) Challenges in real-life emotion annotation and machine learning based detection. Neural Netw 18: 407-422.
    • (2005) Neural Netw , vol.18 , pp. 407-422
    • Devillers, L.1    Vidrascu, L.2    Lamel, L.3
  • 172
    • 64549147125 scopus 로고    scopus 로고
    • Acoustic feature selection for automatic emotion recognition from speech
    • Rong J, Gang L, Chen Y (2008) Acoustic feature selection for automatic emotion recognition from speech. Inf Process Manag 45(3): 315-328.
    • (2008) Inf Process Manag , vol.45 , Issue.3 , pp. 315-328
    • Rong, J.1    Gang, L.2    Chen, Y.3
  • 174
    • 33846952503 scopus 로고    scopus 로고
    • Ensemble methods for spoken emotion recognition in call-centres
    • Morrison D, Wang R, Silva L (2007) Ensemble methods for spoken emotion recognition in call-centres. Speech Commun 49: 98-112.
    • (2007) Speech Commun , vol.49 , pp. 98-112
    • Morrison, D.1    Wang, R.2    Silva, L.3
  • 175
    • 0015488387 scopus 로고
    • The SIFT algorithm for fundamental frequency estimation
    • Markel JD (1972) The SIFT algorithm for fundamental frequency estimation. IEEE Trans Audio Electroacoust AU-20(5): 367-377.
    • (1972) IEEE Trans Audio Electroacoust , vol.AU-20 , Issue.5 , pp. 367-377
    • Markel, J.D.1
  • 177
    • 0032654850 scopus 로고    scopus 로고
    • Cepstrum-based pitch detection using a new statistical V/UV classification algorithm
    • Ahmadi S, Spanias AS (1999) Cepstrum-based pitch detection using a new statistical V/UV classification algorithm. IEEE Trans Speech Audio Process 7(3): 333-338.
    • (1999) IEEE Trans Speech Audio Process , vol.7 , Issue.3 , pp. 333-338
    • Ahmadi, S.1    Spanias, A.S.2
  • 179
    • 67650159383 scopus 로고    scopus 로고
    • Improved emotion recognition with a novel speaker-independent feature
    • doi: 10. 1109/TMECH. 2008. 2008644
    • Kim E, Hyun K, Kim S, Kwak Y (2009) Improved emotion recognition with a novel speaker-independent feature, IEEE/ASME Trans Mechatron. doi: 10. 1109/TMECH. 2008. 2008644.
    • (2009) IEEE/ASME Trans Mechatron
    • Kim, E.1    Hyun, K.2    Kim, S.3    Kwak, Y.4
  • 180
    • 84908144695 scopus 로고
    • The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms
    • Welch P (1967) The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms. IEEE Trans Audio Electroacoust AU-15: 70-73.
    • (1967) IEEE Trans Audio Electroacoust , vol.AU-15 , pp. 70-73
    • Welch, P.1
  • 183
    • 54249170069 scopus 로고    scopus 로고
    • An approach to contact force vector determination and its implementation to provide intelligent tactile interaction with environment
    • Berlin: Springer
    • Tsetserukou D, Kawakami N, Tachi S (2008) An approach to contact force vector determination and its implementation to provide intelligent tactile interaction with environment. In: Lecture notes in computer science, vol 5024. Springer, Berlin, pp 151-156.
    • (2008) Lecture Notes in Computer Science , vol.5024 , pp. 151-156
    • Tsetserukou, D.1    Kawakami, N.2    Tachi, S.3
  • 189
    • 29244489564 scopus 로고    scopus 로고
    • Human-robot-contact-state identification based on tactile recognition
    • Iwata H, Sugano S (2005) Human-robot-contact-state identification based on tactile recognition. IEEE Trans Ind Electron 52(6): 1468-1477.
    • (2005) IEEE Trans Ind Electron , vol.52 , Issue.6 , pp. 1468-1477
    • Iwata, H.1    Sugano, S.2
  • 194
    • 80053951573 scopus 로고    scopus 로고
    • Real-time motion tracking from a mobile robot
    • doi: 10. 1007/s12369-009-0038
    • Jung B, Sukhatme GS (2009) Real-time motion tracking from a mobile robot. Int J Soc Robot. doi: 10. 1007/s12369-009-0038.
    • (2009) Int J Soc Robot
    • Jung, B.1    Sukhatme, G.S.2
  • 195
    • 66149148200 scopus 로고    scopus 로고
    • Laser-based tracking of human position and orientation using parametric shape modeling
    • Glas DF, Miyashit T, Ishiguro H, Hagita N (2009) Laser-based tracking of human position and orientation using parametric shape modeling. Adv Robot 23: 405-428.
    • (2009) Adv Robot , vol.23 , pp. 405-428
    • Glas, D.F.1    Miyashit, T.2    Ishiguro, H.3    Hagita, N.4
  • 199
    • 77957940520 scopus 로고    scopus 로고
    • Pedestrian detection and tracking using three-dimensional LADAR data
    • Navarro-Serment LE, Mertz C, Hebert M (2010) Pedestrian detection and tracking using three-dimensional LADAR data. Int J Robot Res 29(12): 1516-1528.
    • (2010) Int J Robot Res , vol.29 , Issue.12 , pp. 1516-1528
    • Navarro-Serment, L.E.1    Mertz, C.2    Hebert, M.3
  • 201
    • 2942590310 scopus 로고    scopus 로고
    • Toward an affect-sensitive multimodal human-computer interaction
    • Pantic M, Leon J (2003) Toward an affect-sensitive multimodal human-computer interaction. Proc IEEE 91(9): 1370-1390.
    • (2003) Proc IEEE , vol.91 , Issue.9 , pp. 1370-1390
    • Pantic, M.1    Leon, J.2
  • 202
    • 21544458365 scopus 로고    scopus 로고
    • Emotion recognition in human-computer interaction
    • Fragopanagos N, Taylor J (2005) Emotion recognition in human-computer interaction. Neural Netw 18(4): 389-405.
    • (2005) Neural Netw , vol.18 , Issue.4 , pp. 389-405
    • Fragopanagos, N.1    Taylor, J.2
  • 203
    • 44049099067 scopus 로고    scopus 로고
    • Audio-visual affective expression recognition through multistream fused HMM
    • Zeng Z, Tu J, Brian M, Huang T (2008) Audio-visual affective expression recognition through multistream fused HMM. IEEE Trans Multimed 10(4): 570-577.
    • (2008) IEEE Trans Multimed , vol.10 , Issue.4 , pp. 570-577
    • Zeng, Z.1    Tu, J.2    Brian, M.3    Huang, T.4
  • 204
    • 84863115574 scopus 로고    scopus 로고
    • Human robot interaction through semantic integration of multiple modalities, dialog management, and contexts
    • Johnson DO, Agah A (2009) Human robot interaction through semantic integration of multiple modalities, dialog management, and contexts. Int J Soc Robot 1: 283-305.
    • (2009) Int J Soc Robot , vol.1 , pp. 283-305
    • Johnson, D.O.1    Agah, A.2
  • 205
    • 35348909011 scopus 로고    scopus 로고
    • Gerhard sagerer, human-oriented interaction with an anthropomorphic robot
    • Spexard T, Hanheide M (2007) Gerhard sagerer, human-oriented interaction with an anthropomorphic robot. IEEE Trans Robot 23(5): 852-862.
    • (2007) IEEE Trans Robot , vol.23 , Issue.5 , pp. 852-862
    • Spexard, T.1    Hanheide, M.2
  • 206
    • 0026065565 scopus 로고
    • Eigedces for recognition
    • Turk M, Pentland A (1991) Eigedces for recognition. J Cogn Neurosci 3(1): 71-86.
    • (1991) J Cogn Neurosci , vol.3 , Issue.1 , pp. 71-86
    • Turk, M.1    Pentland, A.2
  • 208
    • 10044220117 scopus 로고    scopus 로고
    • Acquiring motion elements for bidirectional computation of motion recognition and generation
    • Inamura T, Toshima I, Nakamura Y (2003) Acquiring motion elements for bidirectional computation of motion recognition and generation. Exp Robot VIII, 5: 372-381.
    • (2003) Exp Robot , vol.5 VIII , pp. 372-381
    • Inamura, T.1    Toshima, I.2    Nakamura, Y.3
  • 210
    • 60249092335 scopus 로고    scopus 로고
    • Boosting selection of speech related features to improve performance of multi-class SVMs in emotion detection
    • Altun H, Polat G (2009) Boosting selection of speech related features to improve performance of multi-class SVMs in emotion detection. Expert Syst Appl 36(4): 8197-8203.
    • (2009) Expert Syst Appl , vol.36 , Issue.4 , pp. 8197-8203
    • Altun, H.1    Polat, G.2
  • 211
    • 67349194938 scopus 로고    scopus 로고
    • An object-tracking algorithm based on multiple-model particle filtering with state partitioning
    • Zhai Y, Yeary MB, Cheng S, Kehtarnavaz N (2009) An object-tracking algorithm based on multiple-model particle filtering with state partitioning. IEEE Trans Instrum Meas 58(5): 1797-1809.
    • (2009) IEEE Trans Instrum Meas , vol.58 , Issue.5 , pp. 1797-1809
    • Zhai, Y.1    Yeary, M.B.2    Cheng, S.3    Kehtarnavaz, N.4
  • 212
    • 68149147556 scopus 로고    scopus 로고
    • Surveillance robot utilizing video and audio information
    • Wu X, Gong H, Chen P, Zhong Z, Xu Y (2009) Surveillance robot utilizing video and audio information. J Intell Robot Syst 55(4-5): 403-421.
    • (2009) J Intell Robot Syst , vol.55 , Issue.4-5 , pp. 403-421
    • Wu, X.1    Gong, H.2    Chen, P.3    Zhong, Z.4    Xu, Y.5
  • 214
    • 33644958795 scopus 로고    scopus 로고
    • Person tracking with a mobile robot using particle filters in complex environment
    • Bellingham: SPIE Press
    • Kwon HS, Kim, YJ, Lim, MT (2005) Person tracking with a mobile robot using particle filters in complex environment. In: International society for optical engineering, vol 6042. SPIE Press, Bellingham.
    • (2005) International Society for Optical Engineering , vol.6042
    • Kwon, H.S.1    Kim, Y.J.2    Lim, M.T.3
  • 217
    • 75149165095 scopus 로고    scopus 로고
    • Recent advances in face biometrics with Gabor wavelets: a review
    • doi: 10. 1016/j. patrec. 2009. 11. 002
    • Serrano A, de Diego IM, Conde C, Cabello E (2009) Recent advances in face biometrics with Gabor wavelets: a review. Pattern Recogn Lett. doi: 10. 1016/j. patrec. 2009. 11. 002.
    • (2009) Pattern Recogn Lett.
    • Serrano, A.1    de Diego, I.M.2    Conde, C.3    Cabello, E.4
  • 222
    • 33745953205 scopus 로고    scopus 로고
    • Local Gabor binary pattern histogram sequence (LGBPHS): a novel non-statistical model for face representation and recognition
    • Zhang W, Shan S, Gao W, Chen X, Zhang H (2005) Local Gabor binary pattern histogram sequence (LGBPHS): a novel non-statistical model for face representation and recognition. In: IEEE international conference on computer vision, vol 1, pp 786-791.
    • (2005) IEEE International Conference on Computer Vision , vol.1 , pp. 786-791
    • Zhang, W.1    Shan, S.2    Gao, W.3    Chen, X.4    Zhang, H.5
  • 225
    • 79953151971 scopus 로고    scopus 로고
    • Cognitive objects for human-computer interaction and human-robot interaction
    • Lausanne, Switzerland6-9 March
    • Moller A, Roalter L, Kranz M (2011) Cognitive objects for human-computer interaction and human-robot interaction. In: HRI2011, 6-9 March, Lausanne, Switzerland.
    • (2011) Hri2011
    • Moller, A.1    Roalter, L.2    Kranz, M.3


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