JP2013525916A - コンテンツ検出、検索、および、情報集約によるオンラインビデオの充実 - Google Patents
コンテンツ検出、検索、および、情報集約によるオンラインビデオの充実 Download PDFInfo
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- JP2013525916A JP2013525916A JP2013507976A JP2013507976A JP2013525916A JP 2013525916 A JP2013525916 A JP 2013525916A JP 2013507976 A JP2013507976 A JP 2013507976A JP 2013507976 A JP2013507976 A JP 2013507976A JP 2013525916 A JP2013525916 A JP 2013525916A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/73—Querying
- G06F16/735—Filtering based on additional data, e.g. user or group profiles
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
- G06V20/47—Detecting features for summarising video content
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/49—Segmenting video sequences, i.e. computational techniques such as parsing or cutting the sequence, low-level clustering or determining units such as shots or scenes
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/462—Content or additional data management, e.g. creating a master electronic program guide from data received from the Internet and a Head-end, controlling the complexity of a video stream by scaling the resolution or bit-rate based on the client capabilities
- H04N21/4622—Retrieving content or additional data from different sources, e.g. from a broadcast channel and the Internet
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/47—End-user applications
- H04N21/472—End-user interface for requesting content, additional data or services; End-user interface for interacting with content, e.g. for content reservation or setting reminders, for requesting event notification, for manipulating displayed content
- H04N21/4722—End-user interface for requesting content, additional data or services; End-user interface for interacting with content, e.g. for content reservation or setting reminders, for requesting event notification, for manipulating displayed content for requesting additional data associated with the content
Abstract
Description
Claims (13)
- オンラインビデオに関する追加情報セットを決定する方法であって、
オンラインビデオを受信するステップと、
テキスト特徴、視覚的特徴、および、音声的特徴のうちの少なくとも1つを含む特徴セットを、前記オンラインビデオから抽出するステップと、
前記特徴セットに基づいて、追加情報を決定するステップと、
を含む方法。 - 前記追加情報セットをディスプレイに提示するステップを含む、請求項1に記載の方法。
- 前記提示するステップは、
前記追加情報セットをビデオとして提示するステップと、
前記追加情報セットを動画として提示するステップと、
前記追加情報セットを画像として提示するステップと、
前記追加情報セットをテキストとして提示するステップとのうち、少なくとも1つを含む、請求項2に記載の方法。 - 前記抽出するステップは、OCRテキスト認識技術を用いてテキスト特徴を抽出するステップを含む、請求項1に記載の方法。
- 前記抽出するステップは、スケール不変特徴変換を用いて、視覚的特徴を抽出するステップを含む、請求項1に記載の方法。
- 前記視覚的特徴は、
色ヒストグラム、
テクスチャ、および、
SIFT記述子のうちの少なくとも1つを含む、請求項1に記載の方法。 - 前記決定するステップは、前記特徴セットを用いて、データベースに対してマルチモーダル関連マッチングアルゴリズムを実行して、前記追加情報セットを決定するステップを含む、請求項1に記載の方法。
- オンラインビデオに関連する追加情報セットを決定するシステムであって、
オンラインビデオを解析してフレームシーケンスを含む1つまたは複数のセグメントに分け、
セグメントごとに、セグメントのフレームシーケンスを代表する1つまたは複数のキーフレームを抽出するように構成された解析コンポーネントと、
テキスト特徴、視覚的特徴、音声的特徴の少なくとも1つを含む特徴セットを各セグメントの前記1つまたは複数のキーフレームから抽出するように構成された特徴抽出コンポーネントと、
前記特徴セットを用いてデータベースに対してマルチモーダル関連マッチングアルゴリズムを実行して、追加情報セットを決定するように構成された情報抽出コンポーネントと、
を含むシステム。 - 前記情報抽出コンポーネントは、前記追加情報セットを集めてビデオにするように構成された、請求項8に記載のシステム。
- 前記オンラインビデオを視聴しているユーザに前記ビデオを提示するように構成した提示コンポーネントを含む、請求項9に記載のシステム。
- 前記追加情報セットを提示するように構成した提示コンポーネントを含む、請求項8に記載のシステム。
- 前記特徴抽出コンポーネントは、
OCRテキスト認識技術を用いて1つまたは複数のテキスト特徴を抽出するように構成されたテキスト認識コンポーネントと、
スケール不変特徴変換を用いて1つまたは複数の視覚的特徴を抽出するように構成された視覚認識コンポーネントと、
1つまたは複数の音声的特徴を抽出するように構成された音声認識コンポーネントと、を含む、請求項8に記載のシステム。 - 前記マルチモーダル関連マッチングアルゴリズムは、
前記1つまたは複数のテキスト特徴を用いて、前記データベースに対してテキストベースの検索アルゴリズムを実行して候補追加情報の第1のリストを決定し、
前記1つまたは複数の視覚的特徴を用いて前記データベースに対して、視覚的特徴マッチングアルゴリズムを実行して、候補追加情報の第2のリストを決定し、
前記第1のリストおよび前記第2のリストを線形結合して、前記追加情報セットを生成するように構成された、請求項8に記載のシステム。
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
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US12/767,114 US9443147B2 (en) | 2010-04-26 | 2010-04-26 | Enriching online videos by content detection, searching, and information aggregation |
US12/767,114 | 2010-04-26 | ||
PCT/US2011/031046 WO2011139448A2 (en) | 2010-04-26 | 2011-04-04 | Enriching online videos by content detection, searching, and information aggregation |
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JP2013525916A true JP2013525916A (ja) | 2013-06-20 |
JP2013525916A5 JP2013525916A5 (ja) | 2014-04-24 |
JP5781601B2 JP5781601B2 (ja) | 2015-09-24 |
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US (2) | US9443147B2 (ja) |
EP (1) | EP2564372A4 (ja) |
JP (1) | JP5781601B2 (ja) |
CN (1) | CN102884538B (ja) |
CA (1) | CA2794680A1 (ja) |
WO (1) | WO2011139448A2 (ja) |
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WO2011139448A3 (en) | 2012-02-16 |
US20160358025A1 (en) | 2016-12-08 |
US20110264700A1 (en) | 2011-10-27 |
WO2011139448A2 (en) | 2011-11-10 |
CA2794680A1 (en) | 2011-11-10 |
CN102884538B (zh) | 2016-11-16 |
JP5781601B2 (ja) | 2015-09-24 |
US9443147B2 (en) | 2016-09-13 |
CN102884538A (zh) | 2013-01-16 |
EP2564372A4 (en) | 2017-04-12 |
EP2564372A2 (en) | 2013-03-06 |
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