Category: Image Classification and Categorization
Description: Assigning labels or categories to images based on their visual content.
Example: Identifying whether an image contains “people,” “animals,” “outdoor scenes,” or specific types of food.
Use Cases: Content organization, search, and recommendation systems.
SHN: rock image classification and feature visualization using multiple granularity spatial disorder hierarchical residual … – Frontiers
1 Introduction Rock, as a primary component of the earth’s crust, constitutes a stable ensemble with a fixed external form. The lithology of rocks serves as a crucial basis for accurately analyzing rock porosity and oil saturation, while also forming the foundation for studying geological reservoir characteristics, geological modeling, and calculating reserves. Therefore, the analysis of rock lithology holds significant research significance in many scenarios. Thanks to the convenience and universality of imaging equipment, different types of image acquisition, including in the field of rock classification, have become simple. This…
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