Dr.-Ing. Michelle Karg
Dr.-Ing. Michelle Karg
Continental AG
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Body movements for affective expression: A survey of automatic recognition and generation
M Karg, AA Samadani, R Gorbet, K Kühnlenz, J Hoey, D Kulić
IEEE Transactions on Affective Computing 4 (4), 341-359, 2013
Recognition of affect based on gait patterns
M Karg, K Kühnlenz, M Buss
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 …, 2010
Movement primitive segmentation for human motion modeling: A framework for analysis
JFS Lin, M Karg, D Kulić
IEEE Transactions on Human-Machine Systems 46 (3), 325-339, 2016
NightOwls: A Pedestrians at Night Dataset
L Neumann, M Karg, S Zhang, C Scharfenberger, E Piegert, S Mistr, ...
Computer Vision–ACCV 2018: 14th Asian Conference on Computer Vision, Perth …, 2019
Learn2perturb: an end-to-end feature perturbation learning to improve adversarial robustness
A Jeddi, MJ Shafiee, M Karg, C Scharfenberger, A Wong
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
Human movement analysis as a measure for fatigue: A hidden Markov-based approach
M Karg, G Venture, J Hoey, D Kulić
IEEE transactions on neural systems and rehabilitation engineering 22 (3 …, 2014
Towards the detection of unusual temporal events during activities using hmms
SS Khan, ME Karg, J Hoey, D Kulic
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 1075-1084, 2012
Movement analysis of rehabilitation exercises: Distance metrics for measuring patient progress
R Houmanfar, M Karg, D Kulić
IEEE Systems Journal 10 (3), 1014-1025, 2014
A comparison of PCA, KPCA and LDA for feature extraction to recognize affect in gait kinematics
M Karg, R Jenke, W Seiberl, K Kühnlenz, A Schwirtz, M Buss
2009 3rd International Conference on Affective Computing and Intelligent …, 2009
Rhythmic extended Kalman filter for gait rehabilitation motion estimation and segmentation
V Joukov, V Bonnet, M Karg, G Venture, D Kulić
IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (2 …, 2017
Online tracking of the lower body joint angles using IMUs for gait rehabilitation
V Joukov, M Karg, D Kulic
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
Detecting falls with x-factor hidden markov models
SS Khan, ME Karg, D Kulić, J Hoey
Applied Soft Computing 55, 168-177, 2017
Clinical gait analysis: comparing explicit state duration HMMs using a reference-based index
M Karg, W Seiberl, F Kreuzpointner, JP Haas, D Kulić
IEEE Transactions on Neural Systems and Rehabilitation Engineering 23 (2 …, 2014
Saliency-guided region proposal network for CNN based object detection
AK Fattal, M Karg, C Scharfenberger, J Adamy
2017 IEEE 20th International Conference on Intelligent Transportation …, 2017
A Two-fold PCA-Approach for Inter-Individual Recognition of Emotions in Natural Walking.
M Karg, R Jenke, K Kühnlenz, M Buss
MLDM posters, 51-61, 2009
X-factor HMMs for detecting falls in the absence of fall-specific training data
SS Khan, ME Karg, D Kulić, J Hoey
Ambient Assisted Living and Daily Activities: 6th International Work …, 2014
Towards mapping emotive gait patterns from human to robot
M Karg, M Schwimmbeck, K Kühnlenz, M Buss
19th International Symposium in Robot and Human Interactive Communication …, 2010
Expression and automatic recognition of exhaustion in natural walking
M Karg, K Kühnlenz, M Buss, W Seiberl, F Tusker, M Schmeelk, ...
IADIS Int. Conf. Interfaces and Human Computer Interaction (IHCI), 165-172, 2008
Imu based single stride identification of humans
T Zhang, M Karg, JFS Lin, D Kulic, G Venture
2013 IEEE RO-MAN, 220-225, 2013
Rhythmic EKF for pose estimation during gait
V Joukov, V Bonnet, M Karg, G Venture, D Kulić
2015 IEEE-RAS 15th International Conference on Humanoid Robots (Humanoids …, 2015
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