Description: Paper "Towards Multi-View Object Class Detection".We present a novel system for generic object class detection. In contrast to most existing systems which focus on a single viewpoint or aspect, our approach can detect object
instances from arbitrary viewpoints. This is achieved by combining the Implicit Shape Model for object class detection proposed by Leibe and Schiele with the multi-view
specific object recognition system of Ferrari et al. After learning single-view codebooks, these are interconnected by so-called activation links, obtained through multi-view region tracks across different training views of individual object instances. During recognition, these integrated codebooks work together to determine the location
and pose of the object. Experimental results demonstrate the viability of the approach and compare it to a bank of independent single-view detectors.
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Size: 645120 |
Author:yangwei |
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Description: A Summary of Implicit Snake Formulations
Coupled Multi-shape Model and Mutual Information for Medical Image Segmentation
-2d snakeA Summary of Implicit Snake Formulations
Coupled Multi-shape Model and Mutual Information for Medical Image Segmentation
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Size: 1311744 |
Author:张猛猛 |
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Description: 主流的人脸识别技术基本上可以归结为三类，即：基于几何特征的方法、基于模板的方法和基于模型的方法。
1. 基于几何特征的方法是最早、最传统的方法，通常需要和其他算法结合才能有比较好的效果；
2. 基于模板的方法可以分为基于相关匹配的方法、特征脸方法、线性判别分析方法、奇异值分解方法、神经网络方法、动态连接匹配方法等。
3. 基于模型的方法则有基于隐马尔柯夫模型，主动形状模型和主动外观模型的方法等。(The mainstream face recognition technology can be basically summed up in three categories, namely, the geometric feature based method, the template based method and the model based method.
1. the geometric feature based method is the earliest and most traditional method, and it usually needs to be combined with other algorithms in order to have a better effect.
2., template based methods can be divided into related matching methods, eigenfaces, linear discriminant analysis, singular value decomposition, neural network and dynamic link matching.
3. the model based approach is based on the implicit Markov model, the active shape model and the active appearance model.) Platform: |
Size: 16384 |
Author:哈哈4 |
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Search - implicit shape model