ai论文调研——PAMI Popular Articles (December 2015)

本文精选了50篇高下载量的计算机视觉领域的经典及前沿论文,涵盖了边缘检测、特征选择、目标检测、人脸识别等多个方向,旨在为研究者提供一份全面的文献综述。

50篇,按受欢迎程度(下载次数)排序

1. A Computational Approach to Edge Detection   Canny, John

Publication Year: 1986

2. Representation Learning: A Review and New Perspectives

Publication Year: 2013

3. Robust Face Recognition via Sparse Representation

Publication Year: 2009

4. Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

Publication Year: 2016

5. Object Detection with Discriminatively Trained Part-Based Models

Publication Year: 2010

6. Face Description with Local Binary Patterns: Application to Face Recognition

Publication Year: 2006

7. Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Publication Year: 2005

8. Global Contrast Based Salient Region Detection

Publication Year: 2015

9. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Publication Year: 2002

10. Visual Tracking: An Experimental Survey

Publication Year: 2014

11. Multi-View Discriminant Analysis

Publication Year: 2016

12. Scalable Nearest Neighbor Algorithms for High Dimensional Data

Publication Year: 2014


13. 3D Convolutional Neural Networks for Human Action Recognition

Publication Year: 2013

14. A flexible new technique for camera calibration

Publication Year: 2000, Page(s):1330 - 1334
Cited by:  Papers (2002)

15. Mean shift: a robust approach toward feature space analysis

Publication Year: 2002


16. Graph Matching: Relax at Your Own Risk

Publication Year: 2016

17. Image Super-Resolution Using Deep Convolutional Networks

Publication Year: 2016

18. SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

Publication Year: 2012

19. Normalized cuts and image segmentation

Publication Year: 2000

20. A performance evaluation of local descriptors

Publication Year: 2005

21. Statistical pattern recognition: a review

Publication Year: 2000

22. Contour Detection and Hierarchical Image Segmentation

Publication Year: 2011

23. Tracking-Learning-Detection

Publication Year: 2012

24. Guided Image Filtering

Publication Year: 2013

25. An efficient k-means clustering algorithm: analysis and implementation

Publication Year: 2002

26. Action Recognition Using Rate-Invariant Analysis of Skeletal Shape Trajectories

Publication Year: 2016

27. Scale-space and edge detection using anisotropic diffusion

Publication Year: 1990

28. Shape matching and object recognition using shape contexts

Publication Year: 2002

29. Kernel-based object tracking

Publication Year: 2003

30. On-road vehicle detection: a review

Publication Year: 2006

31. Object Proposal Generation Using Two-Stage Cascade SVMs

Publication Year: 2016

32. Stereo Processing by Semiglobal Matching and Mutual Information

Publication Year: 2008

33. Reflectance and Illumination Recovery in the Wild

Publication Year: 2016

34. Anticipating Human Activities Using Object Affordances for Reactive Robotic Response

Publication Year: 2016

35. A theory for multiresolution signal decomposition: the wavelet representation

Publication Year: 1989

36. Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval

Publication Year: 2016

37. Object Tracking Benchmark

Publication Year: 2015

38. Gaussian Processes for Data-Efficient Learning in Robotics and Control

Publication Year: 2015

39. MonoSLAM: Real-Time Single Camera SLAM

Publication Year: 2007

40. Neural network-based face detection

Publication Year: 1998

41. Parsing Based on Parselets: A Unified Deformable Mixture Model for Human Parsing

Publication Year: 2016

42. Multi-View Intact Space Learning

Publication Year: 2015

43. Learning Hierarchical Features for Scene Labeling

Publication Year: 2013

44. A method for registration of 3-D shapes

Publication Year: 1992

45. Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition

Publication Year: 2015

46. Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding

Publication Year: 2016

47. Single Image Haze Removal Using Dark Channel Prior

Publication Year: 2011

48. An Efficient Algorithm for Calculating the Exact Hausdorff Distance

Publication Year: 2015

49. A model of saliency-based visual attention for rapid scene analysis

Publication Year: 1998

50. Pedestrian Detection: An Evaluation of the State of the Art

Publication Year: 2012

内容概要:本文详细介绍了一种基于Simulink的表贴式永磁同步电机(SPMSM)有限控制集模型预测电流控制(FCS-MPCC)仿真系统。通过构建PMSM数学模型、坐标变换、MPC控制器、SVPWM调制等模块,实现了对电机定子电流的高精度跟踪控制,具备快速动态响应和低稳态误差的特点。文中提供了完整的仿真建模步骤、关键参数设置、核心MATLAB函数代码及仿真结果分析,涵盖转速、电流、转矩和三相电流波形,验证了MPC控制策略在动态性能、稳态精度和抗负载扰动方面的优越性,并提出了参数自整定、加权代价函数、模型预测转矩控制和弱磁扩速等优化方向。; 适合人群:自动化、电气工程及其相关专业本科生、研究生,以及从事电机控制算法研究与仿真的工程技术人员;具备一定的电机原理、自动控制理论和Simulink仿真基础者更佳; 使用场景及目标:①用于永磁同步电机模型预测控制的教学演示、课程设计或毕业设计项目;②作为电机先进控制算法(如MPC、MPTC)的仿真验证平台;③支撑科研中对控制性能优化(如动态响应、抗干扰能力)的研究需求; 阅读建议:建议读者结合Simulink环境动手搭建模型,深入理解各模块间的信号流向与控制逻辑,重点掌握预测模型构建、代价函数设计与开关状态选择机制,并可通过修改电机参数或控制策略进行拓展实验,以增强实践与创新能力。
根据原作 https://pan.quark.cn/s/23d6270309e5 的源码改编 湖北省黄石市2021年中考数学试卷所包含的知识点广泛涉及了中学数学的基础领域,涵盖了实数、科学记数法、分式方程、几何体的三视图、立体几何、概率统计以及代数方程等多个方面。 接下来将对每道试题所关联的知识点进行深入剖析:1. 实数与倒数的定义:该题目旨在检验学生对倒数概念的掌握程度,即一个数a的倒数表达为1/a,因此-7的倒数可表示为-1/7。 2. 科学记数法的运用:科学记数法是一种表示极大或极小数字的方法,其形式为a×10^n,其中1≤|a|<10,n为整数。 此题要求学生运用科学记数法表示一个天文单位的距离,将1.4960亿千米转换为1.4960×10^8千米。 3. 分式方程的求解方法:考察学生解决包含分母的方程的能力,题目要求找出满足方程3/(2x-1)=1的x值,需通过消除分母的方式转化为整式方程进行解答。 4. 三视图的辨认:该题目测试学生对于几何体三视图(主视图、左视图、俯视图)的认识,需要识别出具有两个相同视图而另一个不同的几何体。 5. 立体几何与表面积的计算:题目要求学生计算由直角三角形旋转形成的圆锥的表面积,要求学生对圆锥的底面积和侧面积公式有所了解并加以运用。 6. 统计学的基础概念:题目涉及众数、平均数、极差和中位数的定义,要求学生根据提供的数据信息选择恰当的统计量。 7. 方程的整数解求解:考察学生在实际问题中进行数学建模的能力,通过建立方程来计算在特定条件下帐篷的搭建方案数量。 8. 三角学的实际应用:题目通过在直角三角形中运用三角函数来求解特定线段的长度。 利用正弦定理求解AD的长度是解答该问题的关键。 9. 几何变换的应用:题目要求学生运用三角板的旋转来求解特定点的...
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