Roadside Video Data Analysis

Roadside Video Data Analysis

Deep Learning

Stockwell, David; Verma, Brijesh; Zhang, Ligang

Springer Verlag, Singapore

05/2017

189

Dura

Inglês

9789811045387

15 a 20 dias

4498

Descrição não disponível.
Chapter 1: Introduction.- Chapter 2: Roadside Video Data Analysis Framework.- Chapter 3: Non-Deep Learning Techniques for Roadside Video Data Analysis.- Chapter 4: Deep Learning Techniques for Roadside Video Data Analysis.- Chapter 5: Case Study: Roadside Video Data Analysis for Fire Risk Assessment.- Chapter 6: Conclusion and Future Insight - References
Feature extraction;Classified roadside objects;Roadside Fire Risk Assessment;Neural Network Learning;Support Vector Machine Learning;K-Nearest Neighbor Learning;Scene labeling;Cluster Learning;Vegetation biomass estimation;Hierarchical Learning;Fuzzy C-Means Learning;Probabilistic Learning;Ensemble Learning