{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10530991","patent":{"patent_number":"US-10530991","title":"Real-time semantic-aware camera exposure control","assignee":null,"inventors":[],"filing_date":"2017-08-07T00:00:00.000Z","publication_date":"2020-01-07T00:00:00.000Z","cpc_codes":["H04N","G06N","G06N","G06N","G06V","H04N","H04N","H04N"],"num_claims":11,"abstract":"An “Exposure Controller” provides various techniques for training and applying a deep convolution network to provide real-time automated camera exposure control, as a real-time function of scene semantic context, in a way that improves image quality for a wide range of image subject types in a wide range of real-world lighting conditions. The deep learning approach applied by the Exposure Controller to implement this functionality first uses supervised learning to achieve a good anchor point that mimics integral exposure control for a particular camera model or type, followed by refinement through reinforcement learning. The end-to-end system (e.g., exposure control and image capture) provided by the Exposure Controller provides real-time performance for predicting and setting camera exposure values to improve overall visual quality of the resulting image over a wide range of image capture scenarios (e.g., back-lit scenes, front lighting, rapid changes to lighting conditions, etc.)."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Real-time semantic-aware camera exposure control","description":"An “Exposure Controller” provides various techniques for training and applying a deep convolution network to provide real-time automated camera exposure control, as a real-time function of scene seman","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10530991","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-10530991","citation_suggestion":"Patentable. \"Real-time semantic-aware camera exposure control\" (US-10530991). https://patentable.app/patents/US-10530991","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10530991","json":"https://patentable.app/api/llm-context/US-10530991","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T20:36:20.654Z"}