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  • kmeans算法的简单示例.pptx 1K-means Clusteringalgorithm2K-means Clustering K-means clustering is a sort of clustering algorithm and it is a method of vector quantization, originally from signal processing, that is popular for c
  • Quantization 在IEEE从零开始学习量化技术!
  • Product Quantization for Nearest Neighbor Search FAISS的理论基础之一。
  • A Survey of Product Quantization 适合入门级别同学的PQ介绍。
  • 文献阅读(56) 文章目录1 缩写 & 引用2 abstract & introduction 题目:Deep Compression compressing deep neural networks with pruning, train quantization and huffman coding 时间:2016 会议:ICLR 研究机构:韩松 可以参考的博客:https://blog.csdn.net/u013082989/article/details/77915375 1 缩写 & 引用 ...
  • 基于辨识性统计特征的PQ隐密图像识别算法 提出一种基于辨识性统计特征的PQ(perturbed quantization)隐密图像识别算法。该算法根据经典PQ隐写对图像数据的更改方式,提取可有效区分该类隐密图像与其他类隐密图像的辨识性统计特征,并运用SVM(support vector machines)分类器进行分类识别。实验结果表明,本算法能够可靠地将PQ隐密图像从5类典型JPEG隐写PQ、F5、nsF5、MB1和MOD的隐密图像中识别出来;即使F5、nsF5、MB1和MOD的隐密图像不参与分类器的训练,本算法仍能有效识别PQ隐密图像。
  • Low-Cost Massive MIMO: Pilot Length and ADC Resolution ... is equipped with a low-resolution analog-to-digital converter (ADC), the number of base station(BS)antennas and quantization bits are generally two mutually conflicting system parameters. In this paper, we investigate the joint optimization of the number ...
  • Millimeter wave receive beamforming with one-bit quantization Nowadays, the increase amounts of mobile data has resulted in great demand on existing communication networks. The millimeter-wave band offers large bandwidths to be exploited, which eases the spectrum crunch for bands below 3 GHz. In order to mitigate ...
  • Novel laser Doppler tachometer ... discussed in detail. Theoretical and experimental results show that the new rotational speed measurement system belongs to the non-contact method, which eliminates the quantization error of the contact method and greatly improves the applicability and a
  • 基于嵌入式的语音控制系统的设计与实现 随着语音识别技术在智能家居领域的不断应用,如何得到性能更优的语音控制系统成为关键。针对目前市场上存在大量低识别率、实时性较差的语音控制开关的现状。本系统采用动态时间规整(DTW:Dynamic Time Warping)结合矢量量化(VQ:Vector Quantization)作为识别算法,实现了较好识别效果。实验结果表明,本系统离线识别率达到99%,实测识别率也达到97%,平均耗时只需15 ms。本系统在最小嵌入式系统板上实现对孤立词语音命令进行实时识别,体积更小、集成度更高 ...