实现过程中参考的论文 地址:Cross-Modality Fusion Transformer for Multispectral Object Detection 一、模型训练 1、 定义数据 1.1、数据集结构 如下图所示,分别定义红外光与可见光的数据,images文件夹下存放图像 labels图像存放标注结果(.txt) 上图训练案例下载链接: https://pan.baidu.com/s/14wkGcf3yF-NUzGFxL8...
Human detectionThis paper proposes an object detection algorithm based on a deep neural network which utilizes RGB and infrared (IR) images for human detection with drones. Although there are some public RGB image datasets in aerial view, there is no publicly available dataset in which both RGB ...
Cameras were initially used to detect the presence or absence of patients and their basic movements. However, recent camera technology advancements, along with AI and ML integration, have led to the rise of a comprehensive RPM system capable of movement monitoring, fall dete...
as it minimizes the IR spectral component of the incident light, ensuring accurate color measurements. This module is ideal for a variety of applications, including color matching, object identification, and ambient light intensity detection. **Versatile Design and Compatibility** The TCS3472 Color Se...
One typical example is object detection in outdoor scenes, where data captured under various conditions such as lighting, weather, and temperature are essential to increase the robustness of object detectors. However, such is time-consuming. In addition, under conditions such as extremely low ...
Image fusionObject detectionInfrared imagingRGB color modelImage qualityInfrared sensorsAutonomous drivingVisible radiationImage restorationInfrared radiationCompressed sensing theory allows for a high-resolution image recovery of sparse image data. However, image scene data from an RGB camera, captured at ...
Registration is an essential prerequisite for many applications when a multiple-camera setup is used. Due to the noise in depth images, registration procedures for depth sensors frequently rely on the detection of a target object in color or infrared images. However, this prohibits use cases where...
Depth sensorsRegistration is an essential prerequisite for many applications when a multiple-camera setup is used. Due to the noise in depth images, registration procedures for depth sensors frequently rely on the detection of a target object in color or infrared images. However, this prohibits use...