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The 4th ACM International Conference on Pervasive Technologies Related to Assistive Environments : PETRA 2011 : conference program : May 25-27, 2011, Heraklion, Crete, Greece
| The 4th ACM International Conference on Pervasive Technologies Related to Assistive Environments : PETRA 2011 : conference program : May 25-27, 2011, Heraklion, Crete, Greece |
| Autore | Betke Margrit |
| Pubbl/distr/stampa | [Place of publication not identified], : ACM, 2011 |
| Descrizione fisica | 1 online resource (401 pages) |
| Collana | ACM Other conferences |
| Soggetto topico |
Social Welfare & Social Work
Social Sciences Disabilities |
| ISBN | 1-4503-0772-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
4th Association for Computing Machinery International Conference on Pervasive Technologies Related to Assistive Environments : Pervasive Technologies Related to Assistive Environments 2011 : conference program : May 25-27, 2011, Heraklion, Crete, Greece
Proceedings of the 4th International Conference on Pervasive Technologies Related to Assistive Environments PETRA '11 the 4th International Conference on Pervasive Technologies Related to Assistive Environments, Crete, Greece - May 25 - 27, 2011 |
| Record Nr. | UNINA-9910376140703321 |
Betke Margrit
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| [Place of publication not identified], : ACM, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Data association for multi-object visual tracking / / Margrit Betke, Zheng Wu
| Data association for multi-object visual tracking / / Margrit Betke, Zheng Wu |
| Autore | Betke Margrit |
| Pubbl/distr/stampa | [San Rafael, California] : , : Morgan & Claypool Publishers, , 2017 |
| Descrizione fisica | 1 online resource (122 pages) |
| Disciplina | 006.37 |
| Collana | Synthesis Lectures on Computer Vision |
| Soggetto topico | Computer vision |
| ISBN | 1-62705-943-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Preface -- 1. An introduction to data association in computer vision: 1.1. Challenges; 1.2. Related topics beyond the scope of this book; 1.3. Application domains; 1.4. Simulation testbeds; 1.5. Experimental benchmarks; 1.6. Organization of the book -- 2. Classic sequential data association approaches: 2.1. Advantages of Kalman filters for use in multi-object tracking; 2.2. Gating; 2.3. Global nearest neighbor standard filter (GNNSF); 2.4. Joint probabilistic data association (JPDA); 2.5. Multiple hypotheses tracking (MHT); 2.6. Discussion -- 3. Classic batch data association approaches: 3.1. Markov chain Monte Carlo data association (MCMCDA); 3.2. Network flow data association (NFDA); 3.3. Probabilistic multiple hypothesis tracking (PMHT); 3.4. Discussion -- 4. Evaluation criteria: 4.1. Definitions; 4.2. Discussion -- 5. Tracking with multiple cameras: 5.1. The reconstruction-tracking approach; 5.2. The tracking-reconstruction approach; 5.3. An example of spatial data association; 5.4. Discussion -- 6. The tracklet linking approach: 6.1. Review of existing work; 6.2. An example of tracklet linking using a track graph -- 7. Advanced techniques for data association: 7.1. Data association for merged or split measurements; 7.2. Learning-based data association; 7.3. Coupling data association --
8. Application to animal group tracking in 3D: 8.1. Two sample systems for analyzing bat and bird flight; 8.2. Impact of multi-animal tracking systems -- 9. Benchmarks for human tracking: 9.1. PETS-2009; 9.2. Beyond PETS-2009: the MOT-challenge benchmark -- 10. Concluding remarks -- Bibliography -- Authors' biographies. |
| Record Nr. | UNINA-9910136226703321 |
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Betke Margrit
|
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| [San Rafael, California] : , : Morgan & Claypool Publishers, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||