Web25 de dez. de 2024 · The entire classification processes include four steps: (1) an image is represented using a scale-sets structure; (2) the scale-sets structure is visualized, and multiscale training samples are selected and enriched; (3) a set of object-based features are selected and calculated to train a classifier and then applied to classify the whole scale … Web12 de dez. de 2024 · The traditional image classification task consists of classifying images into one pre-defined category, rather than multiple hierarchical categories. As the CNN-RNN generator can simultaneously generate the coarse and fine labels, in this part, we further compare its performance with ‘coarse-specific’ and ‘fine-specific’ networks.
HMIC: Hierarchical Medical Image Classification, A Deep Learning …
Web13 de jan. de 2024 · Most existing classification methods design complicated and large deep neural network (DNN) model to deal with the ubiquitous spectral variability and … Web12 de abr. de 2024 · Deep dictionary learning (DDL) shows good performance in visual classification tasks. However, almost all existing DDL methods ignore the locality … how many feet are in 12 miles
TransHP: Image Classification with Hierarchical Prompting
WebHá 1 dia · This paper explores a hierarchical prompting mechanism for the hierarchical image classification (HIC) task. Different from prior HIC methods, our hierarchical … WebHá 1 dia · This paper explores a hierarchical prompting mechanism for the hierarchical image classification (HIC) task. Different from prior HIC methods, our hierarchical prompting is the first to explicitly inject ancestor-class information as a tokenized hint that benefits the descendant-class discrimination. We think it well imitates human visual … Web13 de jan. de 2024 · Most existing classification methods design complicated and large deep neural network (DNN) model to deal with the ubiquitous spectral variability and nonlinearity of hyperspectral images (HSIs). However, their application is blocked by limited training samples and considerable computational costs in real scenes. To solve these … how many feet are in 1.8 meters