{ "item_title" : "Roadside Video Data Analysis", "item_author" : [" Brijesh Verma", "Ligang Zhang", "David Stockwell "], "item_description" : "1 IntroductionBackgroundCollection of Roadside Video DataIndustry DataBenchmark DataApplications Using Roadside Video DataOutline of the Book 2 Roadside Video Data Analysis FrameworkOverviewMethodologyPreprocessing of Roadside Video DataSegmentation of Roadside Video Data into ObjectsVegetation, Roads, Signs, SkyFeature Extraction from ObjectsClassification of Roadside ObjectsApplications of Classified Roadside ObjectsAlgorithms and Pseudocodes 3 Learning and Impact on Roadside Video Data AnalysisNeural Network LearningSupport Vector Machine LearningK-Nearest Neighbor LearningCluster LearningHierarchical LearningFuzzy C-Means LearningRegion Merging LearningProbabilistic LearningEnsemble LearningDeep Learning 4 Applications in Roadside Fire Risk AssessmentScene LabelingRoadside Vegetation ClassificationVegetation Biomass Estimation 5 Conclusions and Future InsightsRecommendationsNew ChallengesNew Opportunities and Applications", "item_img_path" : "https://covers1.booksamillion.com/covers/bam/9/81/135/162/9811351627_b.jpg", "price_data" : { "retail_price" : "129.99", "online_price" : "129.99", "our_price" : "129.99", "club_price" : "129.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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