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  • CV论文整理

    Boosting

    [1997] A Decision-Theoretic Generalization of on-Line Learning and an Application to Boosting

    [1998] Boosting the margin A new explanation for the effectiveness of voting methods

    [2002 ICIP TR] Empirical Analysis of Detection Cascades of Boosted Classifiers for Rapid Object Detection

    [2003] The Boosting Approach to Machine Learning An Overview

    [2004 IJCV] Robust Real-time Face Detection

    Clustering

    [1989 PAMI] Unsupervised Optimal Fuzzy Clustering

    [1991 PAMI] A validity measure for fuzzy clustering

    [1995 PAMI] On cluster validity for the fuzzy c-means model

    [1998] Some New Indexes of Cluster Validity

    [1999 ACM] Data Clustering A Review

    [1999 JIIS] On Clustering Validation Techniques

    [2001] Estimating the number of clusters in a dataset via the Gap statistic

    [2001 NIPS] On Spectral Clustering

    [2002] A stability based method for discovering structure in clustered data

    [2007] A tutorial on spectral clustering

    Decision Trees

    [1986] Introduction to Decision Trees

    Expectation Maximization

    [1977] Maximum likelihood from incomplete data via the EM algorithm

    [1996 SPM] The Expectation-Maximzation Algorithm

    Principal Component Analysis

    [2001 PAMI] PCA versus LDA

    [2001] Nonlinear component analysis as a kernel eigenvalue problem

    [2002] A Tutorial on Principal Component Analysis

    [2009] A Tutorial on Principal Component Analysis

    [2011] Robust Principal Component Analysis

    Image Retrieval

    [2000 PAMI] Content-based image retrieval at the end of the early years

    [2000 TIP] PicToSeek Combining Color and Shape Invariant Features for Image Retrieval

    [2002] Content-Based Image Retrieval Systems A Survey

    [2008] Content-Based Image Retrieval-Literature Survey

    [2010] Plant Image Retrieval Using Color,Shape and Texture Features

    [2012 PAMI] A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback

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  • 原文地址:https://www.cnblogs.com/lalalatianlalu/p/12524740.html
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