Detecting carried objects in short video sequences

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5304 LNCS, Issue PART 3, 2008, Pages 154-167

  Damen, Dima ^a   Hogg, David ^a  

^a UNIVERSITY OF LEEDS   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; MARKOV PROCESSES; SIGNAL DETECTION; VIDEO RECORDING;

DETECTING OBJECTS; FOREGROUND REGIONS; FOREGROUND SEGMENTATION; MARKOV RANDOM FIELDS; PRIOR PROBABILITY; SPATIAL CONTINUITY; STATE-OF-THE-ART METHODS; TEMPORAL TEMPLATES;

OBJECT DETECTION;

EID: 56749176245     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-88690-7_12     Document Type: Conference Paper

References (16)

1. Haritaoglu, I., Cutler, R., Harwood, D., Davis, L.S.: Backpack: detection of people carrying objects using silhouettes. In: Proc. Int. Conf. on Computer Vision (ICCV), vol. 1, pp. 102-107 (1999)
2. 4: real-time surveillance of people and their activities. IEEE Trans. on Pattern Analysis and Machine Intelligence 22(8), 809-830 (2000)
3. Ferryman, J. (ed.): IEEE Int. Workshop on Performance Evaluation of Tracking and Surveillance (PETS). IEEE, New York (2006)
4. Haritaoglu, I., Harwood, D., Davis, L.: Hydra: Multiple people detection and tracking using silhouettes. In: Proc. IEEE Workshop on Visual Surveillance (1999)
5. Hu, W., Hu, M., Zhou, X., Tan, T., Lou, J., Maybank, S.: Principal axis-based correspondence between multiple cameras for people tracking. IEEE Trans. on Pattern Analysis and Machine Intelligence 28(4), 663-671 (2006)
6. Benabdelkader, C., Davis, L.: Detection of people carrying objects: a motion-based recognition approach. In: Proc. Int. Conf. on Automatic Face and Gesture Recognition (FGR), pp. 378-384 (2002)
7. Branca, A., Leo, M., Attolico, G., Distante, A.: Detection of objects carried by people. In: Proc. Int. Conf on Image Processing (ICIP), vol. 3, pp. 317-320 (2002)
8. Nanda, H., Benabdelkedar, C., Davis, L.: Modelling pedestrian shapes for outlier detection: a neural net based approach. In: Proc. Intelligent Vehicles Symposium, pp. 428-133 (2003)
9. Tao, D., Li, X., Maybank, S.J., Xindong, W.: Human carrying status in visual surveillance. In: Proc. Computer Vision and Pattern Recognition (CVPR) (2006)
10. Ghanem, N.M., Davis, L.S.: Human appearance change detection. In: Image Analysis and Processing (ICIAP), pp. 536-541 (2007)
11. Dimitrijevic, M., Lepetit, V., Fua, P.: Human body pose detection using Bayesian spatio-temporal templates. Computer Vision and Image Understanding 104(2), 127-139 (2006)
12. Rousseeuw, P.J.: Least median of squares regression. Journal of the American Statistical Association 79(388), 871-880 (1984)
13. Fossati, A., Dimitrijevic, M., Lepetit, V., Fua, P.: Bridging the gap between detection and tracking for 3D monocular video-based motion capture. In: Proc. Computer Vision and Pattern Recognition (CVPR) (2007)
14. Magee, D.: Tracking multiple vehicles using foreground, background and motion models. In: Proc. ECCV Workshop on Statistical Methods in Video Processing, pp. 7-12 (2002)
15. Everingham, M., Winn, J.: The PASCAL visual object classes challenge (VOC 2007) development kit. Technical report (2007)
16. Boykov, Y., Veksler, O., Zabih, R.: Fast approximate energy minimization via graph cuts. IEEE Trans. on Pattern Analysis and Machine Intelligence 23(11), 1222-1239 (2001)