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Tutor: Professor Terence Sim
Project name: Biometrics in Depth
Location: School of Computing, National University of Singapore
Duration: From July 12 -August 10
- Utilized basic Computer Vision techniques on bio-images (e.g SVD for image compression, image filtering, histogram equalization and color space conversion for image processing)
- Extracted fused biometrics features using LDA and PCA on CMU PIE dataset, and independently developed a facial recognition system after comparing different pattern classifiers (Baye’s classifier, KNN,SVM, BP-NN, etc.) performance
- Analyzed different types of biometrics system attacks and defence, wrote summary report as the final work See less