Computer Vision Assignments - Spring 2018

Contents

1. Assignment-1

• Hybrid Image.
• Corner Detection.
• Scale space Blob Detection.

2. Assignment-2: Scene Classifiers

• Bag of Visual words model and nearest neighbours classifier(kNN).
• Bag of Visual words model and a discriminative classifer(SVM).
• Transfer Learning using ResNet50 pretrained weights on ImageNet.
• Transfer Learning using VGG16 pretrained weights on ImageNet.
• Transfer Learning using GoogleNet pretrained weights on ImageNet.

3. Assignment - 3

• Vanishing point detection.
• Single-view metrology. Finding height of an object in an image, using height of an reference object.
• Image stitching.

Contributors

M R Abhishek and K Vagdevi