1. 3D Model Retrieval Based on Distance Classification Histogram
- Author
-
Ming Quan Zhou, Ji Lai Zhou, and Guo Hua Geng
- Subjects
business.industry ,Balanced histogram thresholding ,Feature extraction ,Histogram matching ,Pattern recognition ,General Medicine ,Similarity (network science) ,Histogram ,Adaptive histogram equalization ,Artificial intelligence ,business ,Distance transform ,Image histogram ,Mathematics - Abstract
This paper presents a new algorithm to retrieve 3D model on distance classification histogram. First, we select the certain number of random points on the model surface and compute the distance between two random points. Secondly, we sort the distance into two types which is based on the different geometry properties of these distance and construct the distance classification histogram. Finally, we measure the similarity of 3D models by comparing distance classification histogram. The experimental results on PSB show that our method has a good performance in precision and computational complication.
- Published
- 2015