JP2004178593A - 画像処理方法及びシステム - Google Patents
画像処理方法及びシステム Download PDFInfo
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- JP2004178593A JP2004178593A JP2003392971A JP2003392971A JP2004178593A JP 2004178593 A JP2004178593 A JP 2004178593A JP 2003392971 A JP2003392971 A JP 2003392971A JP 2003392971 A JP2003392971 A JP 2003392971A JP 2004178593 A JP2004178593 A JP 2004178593A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
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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
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/25—Fusion techniques
- G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
- G06F18/256—Fusion techniques of classification results, e.g. of results related to same input data of results relating to different input data, e.g. multimodal recognition
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/45—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from two or more image sensors being of different type or operating in different modes, e.g. with a CMOS sensor for moving images in combination with a charge-coupled device [CCD] for still images
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/61—Control of cameras or camera modules based on recognised objects
- H04N23/611—Control of cameras or camera modules based on recognised objects where the recognised objects include parts of the human body
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N5/00—Details of television systems
- H04N5/76—Television signal recording
- H04N5/765—Interface circuits between an apparatus for recording and another apparatus
- H04N5/77—Interface circuits between an apparatus for recording and another apparatus between a recording apparatus and a television camera
- H04N5/772—Interface circuits between an apparatus for recording and another apparatus between a recording apparatus and a television camera the recording apparatus and the television camera being placed in the same enclosure
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
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- Bioinformatics & Computational Biology (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Human Computer Interaction (AREA)
- Evolutionary Computation (AREA)
- Databases & Information Systems (AREA)
- Image Analysis (AREA)
- Studio Devices (AREA)
- Image Processing (AREA)
- Investigating Or Analysing Biological Materials (AREA)
- Automatic Focus Adjustment (AREA)
- Television Signal Processing For Recording (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
Abstract
【解決手段】 本発明によれば、画像処理方法が提供される。一態様によれば、ある場面の画像が捕捉される。捕捉時に感情情報が収集される。感情情報は画像に関連付けられる。
【選択図】 図1a
Description
− 目の動きの特徴(例えば、目の不動の持続時間、瞳(瞳孔)の大きさ、瞬きの速度、見る方向、眼球速度、眼球運動パターンから抽出される特徴及びパラメータ、それらの組み合わせ等);
− 生態的又は生理学的反応(例えば、電気的な皮膚反応(GSR)、手の温度、心拍速度、筋電図(EMG)、呼吸パターン、脳波図(EEG)、脳画像信号等);
− 表情(例えば、微笑み、しかめ面等);
− 声の特徴(例えば、声の大きさ、速さ、ピッチ等)
− 顔の動きを含む肉体的ジェスチャ(例えば、鼻筋をつまむ、耳の回りをこする等)。
肯定的重要度=DP+DI+DE
他の実施例では、肯定的重要度はこれら3つの測定値の重み付けされた和に基づいて決定され、それは
肯定的重要度=wDPDP+wDIDI+wDEDE
であり、ここで重み又はウエイトwDP,wDI,wDEは、その特定のユーザに関して以前に取得した規格化された信号(最大値で除算したもの)各々における標準偏差に基づいて決定される。この場合に、その信号における標準偏差が高くなればなるほど、その信号の肯定的重要度測定値への寄与の重みも大きくなる。従って、所与の信号に関する標準偏差が小さければ小さいほど、対応する信号に関する肯定的重要度測定値への寄与の重みも小さくなる。この依存性の原因は、特定のユーザに関する特定の測定値の標準偏差は、様々な場面の中での個々の相違の度合いを反映しているという仮定に由来する。このことは、最高の標準偏差を有する信号は、より多くの識別力(差別化する力)を有し、それ故に特定のユーザに関する肯定的重要度の総合的測定値を決定又は考慮する際にはより重要であることを示唆する。
重要度=DP+DD+DI+DE
重要度=wDPDP+wDDDD+wDIDI+wDEDE
であり、ここで重みwDP,wDD,wDI,wDEは、その特定のユーザに関して以前に取得した規格化された信号(最大値で除算したもの)各々における標準偏差に基づいて決定される。この場合に、その信号における標準偏差が高くなればなるほど、その信号の重要度測定値への寄与の重みも大きくなる。従って、所与の信号に関する標準偏差が小さければ小さいほど、対応する信号に関する重要度測定値への寄与の重みも小さくなる。この依存性の原因は、特定のユーザに関する特定の測定値の標準偏差は、様々な場面の中での個々の相違の度合いを反映しているという仮定に由来する。このことは、最高の標準偏差を有する信号は、より多くの識別力(差別化する力)を有し、それ故に特定のユーザに関する重要度の総合的測定値を決定又は考慮する際にはより重要であることを示唆する。
4 場面
6 画像捕捉装置
8 捕捉モジュール
10 ユーザビデオカメラ
12 ディジタル格納装置
13 手動制御要素
14 中央処理要素
15 センサ
16 電気的皮膚応答センサ
17 血管センサ
18 通信モジュール
19 振動センサ
20 インターネットサービスプロバイダ
22 プレビュースクリーン
24 ビューファインダ
26 ブリッジ
28 レンズフレーム
29 側面側
110 画像捕捉装置起動ステップ
112 アプリケーション開始ステップ
114 ユーザ識別データ入力ステップ
116 感情反応判別ステップ
118 所望信号選択ステップ
120 場面画像捕捉ステップ
122 場面画像格納ステップ
124 電源投入検出ステップ
126 捕捉継続ステップ
128 電源遮断ステップ
130 顔画像捕捉ステップ
132 顔画像格納ステップ
134 顔画像分析ステップ
136 微笑みレベル判別ステップ
138 趣向レベル判別ステップ
139 個人的ユーザプロファイル更新ステップ
140 閾値との比較ステップ
142 顔画像消去ステップ
144 個人的感情タグ作成ステップ
146 画像及び感情タグ格納ステップ
148 画像及び感情タグ送信ステップ
150 画像捕捉装置起動ステップ
152 アプリケーション開始ステップ
154 ユーザ識別内容入力ステップ
156 感情反応判別ステップ
158 所望信号選択ステップ
160 場面画像捕捉ステップ
162 場面画像格納ステップ
164 電源投入検出ステップ
166 捕捉継続ステップ
168 電源遮断ステップ
170 顔画像捕捉ステップ
172 顔画像格納ステップ
174 表情分析ステップ
176 感情カテゴリ判別ステップ
178 差別化レベル判別ステップ
179 個人的ユーザプロファイル更新ステップ
180 差別化レベルの閾値との比較ステップ
182 画像消去ステップ
184 個人的感情タグ作成ステップ
186 画像格納ステップ
188 画像及び感情情報送信ステップ
210 画像捕捉装置起動ステップ
212 アプリケーション開始ステップ
214 個人情報入力ステップ
216 感情反応判別ステップ
218 目凝視情報選択ステップ
220 場面画像捕捉ステップ
222 場面画像格納ステップ
224 電源投入検出ステップ
226 捕捉継続ステップ
228 電源遮断ステップ
230 目凝視画像サンプル捕捉ステップ
232 目凝視座標格納ステップ
234 凝視判別ステップ
236 凝視時間測定ステップ
238 凝視時間による関心度判別ステップ
239 個人的ユーザプロファイル更新ステップ
240 閾値との比較ステップ
242 画像消去ステップ
244 個人的感情タグ作成ステップ
246 画像及び感情タグ格納ステップ
248 画像及び感情タグ送信ステップ
310 画像捕捉装置起動ステップ
312 アプリケーション開始ステップ
314 個人情報入力ステップ
316 感情反応判別ステップ
318 目凝視情報選択ステップ
320 場面画像捕捉ステップ
322 場面画像格納ステップ
324 電源投入検出ステップ
326 捕捉継続ステップ
328 電源遮断ステップ
330 電気的皮膚応答の第1セグメント捕捉ステップ
332 皮膚伝導度格納ステップ
334 電気的皮膚応答信号濾波ステップ
336 電気的皮膚応答振幅測定ステップ
338 興奮度判別ステップ
339 個人的ユーザプロファイル更新ステップ
340 閾値との比較ステップ
342 次セグメント捕捉ステップ
344 興奮度格納ステップ
346 画像及び感情タグ格納ステップ
348 画像及び感情タグ送信ステップ
410 画像捕捉装置起動ステップ
412 アプリケーション開始ステップ
414 個人情報入力ステップ
416 感情反応判別ステップ
418 所望信号選択ステップ
420 場面画像捕捉ステップ
422 場面画像格納ステップ
424 電源投入検出ステップ
426 捕捉継続ステップ
428 終了
430 顔画像捕捉ステップ
432 趣向の度合い判別ステップ
434 目セグメント捕捉ステップ
436 関心度判別ステップ
438 皮膚伝導度信号セグメント捕捉ステップ
440 興奮度判別ステップ
442 重要度判別ステップ
443 個人的ユーザプロファイル問合及び更新ステップ
444 閾値との重要度比較ステップ
446 画像消去ステップ
448 感情タグ作成ステップ
450 画像及び感情タグ格納ステップ
452 データ送信ステップ
510 画像捕捉装置起動ステップ
512 アプリケーション開始ステップ
514 個人情報入力ステップ
516 感情反応判別ステップ
518 所望信号選択ステップ
520 場面画像捕捉ステップ
522 場面画像格納ステップ
524 終了
526 捕捉継続ステップ
528 電源遮断ステップ
530 顔画像捕捉ステップ
532 趣向の度合い判別ステップ
533 差別化レベル判別ステップ
534 目セグメント捕捉ステップ
536 関心度判別ステップ
538 皮膚伝導度信号セグメント捕捉ステップ
540 興奮度判別ステップ
542 重要度判別ステップ
543 個人的ユーザプロファイル問合及び更新ステップ
544 閾値との重要度比較ステップ
546 顔の目及び電気的皮膚の消去ステップ
548 感情タグ作成ステップ
550 画像及び感情タグ格納ステップ
552 画像送信ステップ
Claims (3)
- ある場面の画像を捕捉するステップ;
捕捉時に感情情報を収集するステップ;及び
感情情報を場面画像に関連付けるステップ;
より成ることを特徴とする画像処理方法。 - 写真撮影方法であって:
ある場面の画像を捕捉するステップ;
捕捉時に撮影者の画像を取得するステップ;
撮影者の画像の少なくとも部分的な解釈により感情情報を判別するステップ;及び
感情情報を場面画像に関連付けるステップ;
より成ることを特徴とする写真撮影方法。 - ユーザにより選択される画像を捕捉するよう構成される画像捕捉システムと、画像を格納するメモリと、捕捉時にユーザから感情信号を取得するよう構成される一群のセンサと、捕捉した画像に感情情報を関連付けるよう構成されるプロセッサとを備えることを特徴とする画像処理システム。
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
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US10/304,127 US7233684B2 (en) | 2002-11-25 | 2002-11-25 | Imaging method and system using affective information |
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JP2004178593A true JP2004178593A (ja) | 2004-06-24 |
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JP2003392971A Pending JP2004178593A (ja) | 2002-11-25 | 2003-11-21 | 画像処理方法及びシステム |
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US (2) | US7233684B2 (ja) |
EP (1) | EP1422639A3 (ja) |
JP (1) | JP2004178593A (ja) |
CN (1) | CN100430934C (ja) |
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JP2007133531A (ja) * | 2005-11-09 | 2007-05-31 | Advanced Telecommunication Research Institute International | 注目状態検出装置、及び注目状態検出方法 |
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US20070201731A1 (en) | 2007-08-30 |
CN100430934C (zh) | 2008-11-05 |
CN1510903A (zh) | 2004-07-07 |
EP1422639A2 (en) | 2004-05-26 |
US7418116B2 (en) | 2008-08-26 |
US7233684B2 (en) | 2007-06-19 |
US20040101212A1 (en) | 2004-05-27 |
EP1422639A3 (en) | 2006-05-03 |
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