{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-8515126","patent":{"patent_number":"US-8515126","title":"Multi-stage method for object detection using cognitive swarms and system for automated response to detected objects","assignee":null,"inventors":[],"filing_date":"2009-06-18T00:00:00.000Z","publication_date":"2013-08-20T00:00:00.000Z","cpc_codes":["G06V","G06F","G06V","G06V"],"num_claims":34,"abstract":"A multi-stage method of visual object detection is disclosed. The method was originally designed to detect humans in specific poses, but is applicable to generic detection of any object. A first stage comprises acts of searching for members of a predetermined general-class of objects (such as humans) in an image using a cognitive swarm, detecting members of the general-class of objects in the image, and selecting regions of the image containing detected members of the general-class of objects. A second stage comprises acts of searching for members of a predetermined specific-class of objects (such as humans in a certain pose) within the selected regions of the image using a cognitive swarm, detecting members of the specific-class of objects within the selected regions of the image, and outputting the locations of detected objects to an operator display and optionally to an automatic response system."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Multi-stage method for object detection using cognitive swarms and system for automated response to detected objects","description":"A multi-stage method of visual object detection is disclosed. The method was originally designed to detect humans in specific poses, but is applicable to generic detection of any object. A first stage","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-8515126","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-8515126","citation_suggestion":"Patentable. \"Multi-stage method for object detection using cognitive swarms and system for automated response to detected objects\" (US-8515126). https://patentable.app/patents/US-8515126","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-8515126","json":"https://patentable.app/api/llm-context/US-8515126","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T21:45:17.810Z"}