A big part of the data that we work with is presented as an image, a drawing, or a photo. In this chapter, we will implement a Similarity-Based Image Retrieval without the use of any metadata or concept-based image indexing. We will work with distance metric and dynamic warping to retrieve the most similar images.
In this chapter, we will cover:
Image similarity search
Dynamic time warping
Processing the image dataset
Implementing DTW
Analyzing the results
Summary