外型与形态 Shape and pattern | 机器视觉(可见光、深度、红外) Machine vision(visible light\depth\infrared) | 较高 High | 视野容易受限 Easy to view limited | 优化图像传感器部署方式,研究相关校正算法 Optimize correlation correction algorithm |
行为与动作 Behavior and action | 机器视觉、加速度传感器 Machine vision, Acceleration sensor | 高 High | 个体跟踪困难 Individual tracking difficult | 引入深层卷积网络模型,扩大训练数据集 Use deep convolutional network and expand the training data set |
鸣叫与声音 Chirps and sounds | 音频处理 Audio processing | 较高 High | 噪音滤除 问题 Noise problem | 优化拾音器部署方案,综合分析多种声音特征 Analyze multiple sound features comprehensively |
体温与健康 Body temperature and health | 红外热成像,植入/捆绑传感器 Infrared thermal imaging, Implant sensor | 一般 Common | 易造成环境与动物应激 Environmental animal stress | 研究嵌入式设备,可见光与红外融合目标定位 Embedded equipment, visible light and infrared fusion target location |
心率与血压 Heart rate and blood pressure | 红外热成像,植入/捆绑传感器 Infrared thermal imaging, Implant sensor | 较低 Low | 精度与稳定性不高 Low accuracy and stability | 优化算法提升植入设备精度与设备续航能力 Optimization algorithm precision and endurance of the implanted device |
排泄物 Waste | 电子鼻、机器视觉 Electronic nose, machine vision | 低 Low | 识别精低 Low identification accuracy | 问题具体化,多源数据融合分析 Multi-source data fusion analysis |