Automatic human action recognition in a scene from visual inputs

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8388, Issue , 2012, Pages

  Bouma, Henri ^a   Hanckmann, Patrick ^a   Marck, Jan Willem ^a   Penning, Leo ^a   Den Hollander, Richard ^a   Ten Hove, Johan Martijn ^a   Van Den Broek, Sebastiaan ^a   Schutte, Klamer ^a   Burghouts, Gertjan ^a  

^a TNO   (Netherlands)

Author keywords

action recognition; artificial intelligence; computer vision; retrieval; Visual intelligence

Indexed keywords

ACTION RECOGNITION; HUMAN ACTIONS; HUMAN ANNOTATIONS; HUMAN-ACTION RECOGNITION; PERCEPTUAL CONCEPTS; RETRIEVAL; VISUAL INTELLIGENCE;

ARTIFICIAL INTELLIGENCE; COMPUTER VISION; GESTURE RECOGNITION; IMAGE RECOGNITION; MILITARY OPERATIONS; SENSORS;

MOTION ESTIMATION;

EID: 84862526661     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.918582     Document Type: Conference Paper

References (22)

1. Bay, H., Ess, A., Tuytelaars, T., Gool, L. van, "SURF: Speeded up robust features", Computer Vision and Image Understanding 110(3), 346-359 (2008).
2. Bouma, H., Borsboom, A.S., Hollander, R. den, Landsmeer, S.H., Worring, M., "Re-identification of persons in multicamera surveillance under varying viewpoints and illumination", Proc. SPIE 8359, (2012).
3. Broek, S.P., Hanckmann, P., Ditzel, M., "Situation and threat assessment for urban scenarios in a distributed system", Proc. Int. Conf. Information Fusion, (2011).
4. Burghouts, G.J., Bouma, H., Hollander, R.J.M. den, Broek, S.P. van den, Schutte, K., "Recognition of 48 human behaviors from video", Int. Symp. Optronics in Defense and Security OPTRO, (2012).
5. Burghouts, G.J., Geusebroek, J.-M., "Performance evaluation of local colour invariants", Computer Vision and Image Understanding 113(1), 48-62 (2009).
6. Burghouts, G.J., Marck, J.W., "Reasoning about threats: From observables to situation assessment", IEEE Trans. Systems Man and Cybernetics 41(5), 608-616 (2011).
7. Burghouts, G.J., Hollander, R. den, Schutte, K., Marck, J.W., Landsmeer, S.H., Breejen, E. den, "Increasing the security at vital infrastructures: automated detection of deviant behaviors", Proc. SPIE 8019, (2011).
8. Ditzel, M., Kester, L., van den Broek, S., "System design for distributed adaptive observation systems", IEEE Int. Conf. Information Fusion, (2011).
9. Felzenszwalb, P., Girshick, R., McAllester, D., Ramanan, D., "Object detection with discriminatively trained part based models", IEEE Trans. Pattern Analysis and Machine Intelligence 32(9), 1627-1645 (2010).
10. Ferrari, V., Marin-Jimenez, M., Zisserman, A., "Progressive search space reduction for human pose estimation", IEEE Computer Vision and Pattern Recognition, (2008).
11. Harel, J., Koch, C., Perona, P., "Graph-based visual saliency", NIPS, (2006).
12. Harris, C. and Stephens, M., "A combined corner and edge detector", Proc. Alvey Vision Conf., 147-151 (1988).
13. Hu, N., Bouma, H., Worring, M., "Tracking individuals in surveillance video of a high-density crowd", Proc. SPIE 8399, (2012).
14. Laptev, I., Marszalek, M., Schmid, C. and Rozenfeld, B., "Learning realistic human actions from movies", IEEE Computer Vision and Pattern Recognition, (2008).
15. Laptev, I., "Improving object detection with boosted histograms", Image and Vision Computing 27(5), 535-544 (2009).
16. Lowe, D.G., "Distinctive image features from scale-invariant keypoints", Int. J. Computer Vision 60(2), 91-110 (2004).
17. Penning, H.L.H., d'Avila-Garcez, A.S., Lamb, L.C., Meyer, J.J.C., "A neural-symbolic cognitive agent for online learning and reasoning", Proc. Int. Conf. Artificial Intelligence, 1653-1658 (2011).
18. Penning, L., "Visual intelligence using neural-symbolic learning and reasoning", Proc. Neural-Symbolic Learning and Reasoning, 34-35 (2011).
19. Radke, R.J., Andra, S., Al-Kofahi, O., Roysam, B., "Image change detection algorithms: a systematic survey", IEEE Trans. Image Processing 14(3), 294-307 (2005).
20. Ramanan, D., "Learning to parse images of articulated bodies", Adv. Neural Inf. Processing Systems, (2006).
21. Withagen, P.J., Schutte, K., Groen, F.C.A., "Likelihood-based object detection and object tracking using a color histograms and EM", Proc. IEEE Int. Conf. Image Processing (1), 589-592 (2002).
22. Withagen, P.J., Schutte, K., Groen, F.C.A., "Probabilistic classification between foreground objects and background", Proc. IEEE Int. Conf. Pattern Recognition (1), 31-34 (2004).