Abstract. We present an approach for automatic bone age classifica- tion from hand x-ray images using the Discriminative Generalized Hough. Transform (DGHT) ...

We present an approach for automatic bone age classification from hand x-ray images using the Discriminative Generalized Hough Transform (DGHT).

We present an approach for automatic bone age classification from hand x-ray images using the Discriminative Generalized Hough Transform (DGHT).

The CGHT framework is successfully applied to the task of automatic bone age assessment and produces comparable results to other state-of-the-art techniques ...

This general image classification technique is based on a discriminative training procedure that jointly estimates concurrent class-dependent shape models for ...

Abstract. A theoretical description and experimental validation of the. Classifying Generalized Hough Transform (CGHT) is presented. This.

Abstract. This paper presents the Discriminative Generalized Hough. Transform (DGHT) as a robust and accurate method for the localization.

Unlike most other image classification techniques, the trained CGHT models can be visually interpreted, unveiling the most relevant anatomical structures for ...

Epiphyses Localization for Bone Age Assessment Using the Discriminative Generalized Hough Transform. https://doi.org/10.1007/978-3-642-54111-7_17.

We examine ways of finding the outline of a hand from an X-ray as the first stage in segmenting the image into constituent bones. We assess a variety of ...