コンピュータビジョン : 最先端ガイド
Author(s)
Bibliographic Information
コンピュータビジョン : 最先端ガイド
(CVIMチュートリアルシリーズ)
アドコム・メディア, 2008.12-
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- Other Title
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コンピュータビジョン最先端ガイド : level set, graph cut, particle filter, tensor, adaboost
Computer vision and image media
Level set, graph cut, particle filter, tensor, adaboost
Mean-shift, kernel method, local image features, gpu
Bundle adjustment, icp, bag-of-features, nearest neighbor search, stochastic image processing
Computational photography, image noise analysis, optics, coded imaging, reflectance & scattering, color
Photometric stereo, multi-view stereo, 3D reconstruction using structured light
Volumetric imaging, geometric computation, sparse representation, deep learning
- Title Transcription
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コンピュータ ビジョン : サイセンタン ガイド
Available at / 168 libraries
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Aichi University of Education Library情報
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Note
VOL1のタイトル関連情報: level set, graph cut, particle filter, tensor, adaboost
VOL2のタイトル関連情報: Mean-shift, kernel method, local image features, gpu
VOL3のタイトル関連情報: Bundle adjustment, icp, bag-of-features, nearest neighbor search, stochastic image processing
VOL4のタイトル関連情報: Computational photography, image noise analysis, optics, coded imaging, reflectance & scattering, color
VOL5のタイトル関連情報: Photometric stereo, multi-view stereo, 3D reconstruction using structured light
VOL6のタイトル関連情報: Volumetric imaging, geometric computation, sparse representation, deep learning
参考文献: 章末
Description and Table of Contents
- Volume
-
1 ISBN 9784915851346
Description
Table of Contents
- 第1章 レベルセット法とその実装法について(Active Contour Modelとは;Snakesの理論と実装 ほか)
- 第2章 グラフカット(エネルギー最小化;グラフカット概観 ほか)
- 第3章 パーティクルフィルタとその実装(時系列フィルタの概要;カルマンフィルタ ほか)
- 第4章 テンソルと多視点幾何(テンソルの基礎;幾何学的拘束とテンソル ほか)
- 第5章 AdaBoost(2クラスを識別できるだけで役に立つのか?;AdaBoost ほか)
- Volume
-
4 ISBN 9784915851438
Table of Contents
- 第1章 画像化プロセスと画像ノイズ(前知識;画像化プロセス ほか)
- 第2章 コンピュテーショナルフォトグラフィ理解のための光学系入門(レンズ;光線の表現とカメラの働き ほか)
- 第3章 符号化撮像(ぼけ関数の符号化;絞りによる符号化 ほか)
- 第4章 光と色の計測と表現—コンピュータビジョンの観点から(光源の特性;物体表面の特性 ほか)
- 第5章 反射・散乱の計測とモデル化(光の物理量と伝播;反射特性のモデル ほか)
- Volume
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5 ISBN 9784915851476
Table of Contents
- 第1章 照度差ステレオ(陰影からの形状復元;ランバート拡散反射面に対する照度差ステレオ;非ランバート拡散反射に対する照度差ステレオ ほか)
- 第2章 複数画像からの三次元復元手法(システム概要と構築上の注意点;多眼ステレオ(Multi‐View Stereo))
- 第3章 構造化光を用いたアクティブ3次元計測の原理と展開(プロジェクタ・カメラ系の校正;対応点問題およびその解決方法による分類;今後の展開)
- Volume
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6 ISBN 9784915851544
Table of Contents
- 第1章 微分位相特徴に基づくボリュームイメージング(微分位相特徴強調型ボリュームレンダリング;多次元伝達関数設計 ほか)
- 第2章 幾何学的推定のための最適化手法:最小化を越えて(背景;最小化に基づく方法 ほか)
- 第3章 スパース表現の数理とその応用(画像の生成モデル;スパースコーディングの定式化 ほか)
- 第4章 ディープラーニング(ネットワークのアーキテクチャ;多層NNの教師なし学習 ほか)
by "BOOK database"