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| ====== Catalog of methods in AI/ | ====== Catalog of methods in AI/ | ||
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| This is a classification of techniques and algorithms, in order to give a broad view of solutions available to deal with classical problems. | This is a classification of techniques and algorithms, in order to give a broad view of solutions available to deal with classical problems. | ||
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| Other pages contain some more details about, which can be seen as memos with references to find more information (with the origin paper when possible). | Other pages contain some more details about, which can be seen as memos with references to find more information (with the origin paper when possible). | ||
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| ===== Learning ===== | ===== Learning ===== | ||
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| * Gentle AdaBoost | * Gentle AdaBoost | ||
| * LogitBoost | * LogitBoost | ||
| + | * Probabilistic AdaBoost | ||
| * FloatBoost | * FloatBoost | ||
| * AdaBoost.Reg | * AdaBoost.Reg | ||
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| * RotBoost | * RotBoost | ||
| * alphaBoost | * alphaBoost | ||
| + | * MILBoost (Multiple Instance Learning BOOSting) | ||
| * CGBoost (Conjugate Gradient BOOSTing) | * CGBoost (Conjugate Gradient BOOSTing) | ||
| * Bootstrap Aggregating | * Bootstrap Aggregating | ||
| * __Cascades of detectors__ [[classification# | * __Cascades of detectors__ [[classification# | ||
| * __Trees of detectors__ | * __Trees of detectors__ | ||
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| === Regression === | === Regression === | ||
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| * with Extended Set of Haar features | * with Extended Set of Haar features | ||
| * Stumps or CART trees | * Stumps or CART trees | ||
| - | * Rotation Invariant | + | |
| * **Multiview** | * **Multiview** | ||
| * Parallel Cascades | * Parallel Cascades | ||
| - | * Pyramid | + | * Pyramid |
| - | * Tree Cascades | + | * Tree Cascade |
| * Vector Boosting | * Vector Boosting | ||
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| ==== Unsupervised learning ==== | ==== Unsupervised learning ==== | ||
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| ===== Planification ===== | ===== Planification ===== | ||
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| ==== Symbolic ==== | ==== Symbolic ==== | ||
| === State space search === | === State space search === | ||
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| ===== Perception ===== | ===== Perception ===== | ||
| ==== Vision ==== | ==== Vision ==== | ||
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| === Color Quantization === | === Color Quantization === | ||
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| * Canny detector | * Canny detector | ||
| * Canny-Deriche | * Canny-Deriche | ||
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| === Pattern recognition === | === Pattern recognition === | ||
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| * UpWrite method | * UpWrite method | ||
| * Curvogram | * Curvogram | ||
| + | * **Shape Descriptors** | ||
| + | * Ankerst' | ||
| + | * Chamfer matching | ||
| + | * Contour Likelihood Measurement | ||
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| === Tracking === | === Tracking === | ||
