Location:
Search - incremental pca
Search list
Description: 一种增量的人脸识别算法——增量PCA学习算法（matlab实现）-A face recognition algorithm incremental- incremental PCA learning algorithm (matlab achieve)
Platform: |
Size: 2048 |
Author: 陈静 |
Hits:
Description: A full implementation of ICA,PCA,LDA,SVM,in both orginal and incremental in model of real time learnign for face recognition.
Platform: |
Size: 3522560 |
Author: dasf |
Hits:
Description: 一种著名的增量PCA方法,能够以增量的方式获取主成分-a famous incremental PCA algorithm. It can obtain the principal component incrementally
Platform: |
Size: 1024 |
Author: 钱叶魁 |
Hits:
Description: 第二种增量的主成分分析算法，能够增量地获取高维数据的主成分。-《Incremental PCA or On-Line Visual Learning and Recognition》
Platform: |
Size: 1024 |
Author: 钱叶魁 |
Hits:
Description: 这是一个增量主成分分析的VC环境下的C代码程序，希望对大家有帮助！-This is an incremental principal component analysis of C code under VC program, we want to help!
Platform: |
Size: 3750912 |
Author: zhangpei |
Hits:
Description: 基于matlab的PCA人脸识别完成程序，包含特征值与特征向量的提取、训练样本以复制到matlab即可，成功运行，及最后的识别检验-A full implementation of ICA,PCA,LDA,SVM,in both orginal and incremental in model of real time learnign for face recognition
Platform: |
Size: 1024 |
Author: zhaolei |
Hits:
Description: 通过在线PCA来识别手势，并能对新增手势做一定的增量，很好的实现了增量学习。算法具有效率高，识别率好，速度快等特点，同样适合其他模式识别方面的应用。-The learning method for hand gesture recognition system based on vision is commonly off-line，which results in repeated off-line learning when new hand gestures come． Its real-time performance，expansibility and robustness are poor． In this paper，a method named online principle component analysis ( PCA) with adaptive subspace is proposed for hand gesture recognition． The subspace is updated online by calculating PCA of sample coefficients． The subspace updating strategy is adjusted according to the degree of difference between new sample and learned sample． The algorithm is able to adapt to different situations and reduce the cost of calculation and storage． The incremental online learning and recognition of hand gestures are realized by the proposed algorithm． Experimental results show that the proposed method solves the unknown hand gesture problem，realizes online hand gesture accumulation and updating and improves the recognition performance of system．
Platform: |
Size: 2154496 |
Author: 张灿淋 |
Hits: