Crowd behavior classification based on generic descriptors
Crowd behavior analysis plays an important role in high security interests in public areas such as railway stations, shopping centres, and airports, where large populations gather. The crowded scenes vary in various densities, structures and occlusion. It brings enormous challenges in identifying ge...
| Main Authors: | , , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2019
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/78086/1/Crowd%20behavior%20classification%20based%20on%20generic%20descriptors.pdf |
| _version_ | 1796980416816611328 |
|---|---|
| author | Wong, Pei Voon Mustapha, Norwati Affendey, Lilly Suriani Khalid, Fatimah Chen, Yen Lin |
| author_facet | Wong, Pei Voon Mustapha, Norwati Affendey, Lilly Suriani Khalid, Fatimah Chen, Yen Lin |
| author_sort | Wong, Pei Voon |
| collection | UPM |
| description | Crowd behavior analysis plays an important role in high security interests in public areas such as railway stations, shopping centres, and airports, where large populations gather. The crowded scenes vary in various densities, structures and occlusion. It brings enormous challenges in identifying generic descriptors to describe motion dynamics caused by pedestrians walk in different directions with extremely diverse behaviors. Therefore, this research is proposal an approach for crowd behavior analysis to recognize the common properties across different crowded scenes. The recognized common properties are then used to identify generic descriptors from group-level for crowd behavior classification. |
| first_indexed | 2024-03-06T10:22:42Z |
| format | Conference or Workshop Item |
| id | upm.eprints-78086 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T10:22:42Z |
| publishDate | 2019 |
| publisher | IEEE |
| record_format | dspace |
| spelling | upm.eprints-780862020-06-03T06:30:39Z http://psasir.upm.edu.my/id/eprint/78086/ Crowd behavior classification based on generic descriptors Wong, Pei Voon Mustapha, Norwati Affendey, Lilly Suriani Khalid, Fatimah Chen, Yen Lin Crowd behavior analysis plays an important role in high security interests in public areas such as railway stations, shopping centres, and airports, where large populations gather. The crowded scenes vary in various densities, structures and occlusion. It brings enormous challenges in identifying generic descriptors to describe motion dynamics caused by pedestrians walk in different directions with extremely diverse behaviors. Therefore, this research is proposal an approach for crowd behavior analysis to recognize the common properties across different crowded scenes. The recognized common properties are then used to identify generic descriptors from group-level for crowd behavior classification. IEEE 2019 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/78086/1/Crowd%20behavior%20classification%20based%20on%20generic%20descriptors.pdf Wong, Pei Voon and Mustapha, Norwati and Affendey, Lilly Suriani and Khalid, Fatimah and Chen, Yen Lin (2019) Crowd behavior classification based on generic descriptors. In: 2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS 2019), 3-6 Dec. 2019, Taipei, Taiwan. . 10.1109/ISPACS48206.2019.8986333 |
| spellingShingle | Wong, Pei Voon Mustapha, Norwati Affendey, Lilly Suriani Khalid, Fatimah Chen, Yen Lin Crowd behavior classification based on generic descriptors |
| title | Crowd behavior classification based on generic descriptors |
| title_full | Crowd behavior classification based on generic descriptors |
| title_fullStr | Crowd behavior classification based on generic descriptors |
| title_full_unstemmed | Crowd behavior classification based on generic descriptors |
| title_short | Crowd behavior classification based on generic descriptors |
| title_sort | crowd behavior classification based on generic descriptors |
| url | http://psasir.upm.edu.my/id/eprint/78086/1/Crowd%20behavior%20classification%20based%20on%20generic%20descriptors.pdf |
| work_keys_str_mv | AT wongpeivoon crowdbehaviorclassificationbasedongenericdescriptors AT mustaphanorwati crowdbehaviorclassificationbasedongenericdescriptors AT affendeylillysuriani crowdbehaviorclassificationbasedongenericdescriptors AT khalidfatimah crowdbehaviorclassificationbasedongenericdescriptors AT chenyenlin crowdbehaviorclassificationbasedongenericdescriptors |