We introduce in this chapter some fundamental theories for content-based image retrieval. Section 1.1, looks at the development of content-based image retrieval techniques. Then, as the emphasis of this chapter, we introduce in detail in Section 1.2 some widely used methods for visual content descriptions. After that, we briefly address similarity/distances measures between visual features, the...