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NCTU_Computer_Vision

Assignments in NCTU Computer Vision class (ILE5062)

HW1 - Implementation of Camera Calibration



HW2

Hybrid Image

Image Pyramid

Colorizing



HW3 - Automatic Panoramic Image Stitching

Living_room

Roof

Hill

Shanghai



HW4 - Structure from Motion



HW5 - Scene Classifier

Tiny images representation + nearest neighbor classifier: 22% Accuracy

Bag of SIFT representation + nearest neighbor classifier: 59% Accuracy

Bag of SIFT representation + linear SVM classifier: 63% Accuracy

Deep Learning - Convolution Neural Network: 96% Accuracy