{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11988749","patent":{"patent_number":"US-11988749","title":"System and method for hybrid LiDAR segmentation with outlier detection","assignee":null,"inventors":[],"filing_date":"2021-08-19T00:00:00.000Z","publication_date":"2024-05-21T00:00:00.000Z","cpc_codes":["G01S","B60W","B60W","G01S","G01S","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06N","G06N","G06T","G06V","G06V","G06V","B60W","G06T","G06T","G06T"],"num_claims":20,"abstract":"Devices, methods, and systems may obtain at least one point cloud, segment points in the at least one point cloud into a plurality of segments, train a neural network using known segments and a first loss function to generate a first trained neural network, train the first trained neural network using outlier segments and a second loss function to generate a second trained neural network, and train an extended isolation forest by applying an extended isolation algorithm to features of the known segments and features of the outlier segments to generate an anomaly score for each segment."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System and method for hybrid LiDAR segmentation with outlier detection","description":"Devices, methods, and systems may obtain at least one point cloud, segment points in the at least one point cloud into a plurality of segments, train a neural network using known segments and a first ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11988749","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11988749","citation_suggestion":"Patentable. \"System and method for hybrid LiDAR segmentation with outlier detection\" (US-11988749). https://patentable.app/patents/US-11988749","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11988749","json":"https://patentable.app/api/llm-context/US-11988749","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T14:43:12.246Z"}