基于多尺度感受野模型的指向性图像分析

Focus Image Analysis Based on Multiscale Receptive Field Model

借鉴生物视网膜的结构与特点，设计基于生物视觉机理的计算机视觉算法，可为诸如机器人控制、模式识别、图像理解等领域提供很有价值的启示。文章基于视网膜的生理特性，建立了模拟生物视网膜生理机制的网络模型。该网络模型在对特定区域的图像进行处理的同时保持对更大范围内图像信息的警觉，并有利于对重要信息的捕获。

Using the structure and the feature of biological retina for reference and designing computer vision algorithm based on the mechanism of biological vision will provide valuable inspiration for robot control, pattern recognition, image understanding etc. A net model is designed based on the features of biological retina. The net model maintains the alert to the image in larger area during processing the image in the certain field and helps to capture the important information.