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mcl
- 详细介绍MCL算法，是由Sebastian Thrun a, Dieter Fox, Wolfram Burgard, Frank Dellaert所著的论文，发表于Artificial Intelligence上。-Mobile robot localization is the problem of determining a robot’s pose from sensor data. This article presents a family of probabilistic lo
Gaussian_Mixture_Models_and_Probabilistic_Decisio
- very good Gaussian Mixture Models and Probabilistic Decision-Based Neural Networks for Pattern Classification - A Comparative Study document -very good Gaussian Mixture Models and Probabilistic Decision-Based Neural Networks for Pattern Classificatio
Multi-CameraTrackingPeople
- A document on researching using multi-camera to tracking people, this method based on the probabilistic occupancy map.
High
- This paper presents a clustering approach which estimates the specific subspace and the intrinsic dimension of each class. Our approach adapts the Gaussian mixture model framework to high-dimensional data and estimates the parameters which best
tracking
- This paper proposes a new method of extracting and tracking a nonrigid object moving while allowing camera movement. For object extraction we first detect an object using watershed segmentation technique and then extract its contour points by a
probabalistic_PCA
- Probabilistic Principal Component Analysis – Latent variable models – Probabilistic PCA • Formulation of PCA model • Maximum likelihood estimation – Closed form solution – EM algorithm » EM Algorithms for regular PCA
getPDF2
- 本文提出了一种新的车辆许可证盘子识别,并在此基础上提出了一种自适应图像分割方法-In this paper, a new algorithm for vehicle license plate identification is proposed, on the basis of a novel adaptive image segmentation technique (Sliding Windows) in conjunction with a character recogni
zuidashang
- 一种基于最大熵和部件的物体检测方法。在人脸检测上的应用取得了很大的准确率提升。-This paper presents a probabilistic part-based approach for texture and object recognition. Textures are represented using a part dictionary found by quantizing the appearance of scale- or affine-invariant ke
Probabilistic-Neural-Networks
- 论文Probabilistic Neural Networks及其翻译。计算机课程-专业英语的论文翻译-Papers Probabilistic Neural Networks and its translation. Computer courses- English translation of papers
CRF
- 条件随机场，应用进行分割和标定序列数据的概率模型.-conditional random fields, a framework for building probabilistic models to segment and label sequence data.
TRACKING-
- 多目标跟踪的一篇文章，写的还不错，英文的文章，可以作为目标跟踪的读物-Tracking multiple people under occlusion and across cam eras using probabilistic models
Global-Behaviour-Inference-using-PLSA
- This paperpresent a novel framework for inferring global behaviour patterns through modelling behaviour correlations in a wide-area scene and detecting any anomaly in behaviours occurring both locally and globally. Specifically, This paperpropose
MIT.Press.Probabilistic.Robotics.Sep.2005
- Robotics is the science of perceiving and manipulating the physical world through computer-controlled mechanical devices.
MIT..Probabilistic.Robotics.
- Robotics is the science of perceiving and manipulating the physical world through computer-controlled mechanical devices.
Tractability-in-Probabilistic2011
- Tractability in Probabilistic Tractability in Probabilistic(talk-icdt2011).pdf-Tractability in Probabilistic Tractability in Probabilistic (talk-icdt2011). Pdf
Probabilistic-Graphical-Models
- 一个中科院的老师的关于概率图模型的讲座。介绍的内容比较新。-A Chinese Academy of Sciences of the teacher s lectures on the probabilistic graphical model. Described is relatively new.
Application-of-Probabilistic-Methods-for-Transmis
- Paper on the application of probabilistic methods to design standard transmission towers
Probabilistic-Neural-Networks
- Seminar on Probabilistic Neural Networks
Coordinated-design-of-probabilistic-PSS-and-SVC-d
- pdf file of paper Coordinated design of probabilistic PSS and SVC damping controllers Elsevire 20-pdf file of paper Coordinated design of probabilistic PSS and SVC damping controllers Elsevire 2011
PROBABILISTIC-MODELING-BAYESIAN-NETWORKS
- PROBABILISTIC MODELING and BAYESIAN NETWORKS FOR AUTOMATIC SPEECH RECOGNITION