Results 1 to 10 of about 509 (139)
Fast panoramic image stitching algorithm based on parameter regression [PDF]
In reality, the field of view of images acquired by cameras was usually limited, and the demand for panoramic images was increasing.Therefore, a fast panoramic image stitching algorithm based on parameter regression was proposed for panoramic image ...
Fan GUO, Jin TANG, Wentao LIU, Xiaohu LI
core +1 more source
Infrared and visible image fusion algorithm based on split-attention residual networks
在红外和可见光图像融合算法中, 图像信息的丢失始终是制约融合图像质量提升的关键问题, 为此, 提出了一种基于拆分注意力残差网络的红外和可见光图像融合算法, 使用带有拆分注意力模块的深层残差网络拓展感受野和提高跨通道信息融合能力, 运用平滑最大值单元函数作为激活函数进一步提升网络性能; 特征提取后运用零相位分量分析和归一化算法得到融合权重后完成图像融合。实验结果表明, 融合后的图像细节丰富, 边缘锐利; 在峰值信噪比、结构相似性指数度量和基于梯度的融合性能等指标上与经典的6种算法相比均有不同程度提升。
QIAN Kun +3 more
doaj +1 more source
基于热红外成像和断根修复算法的玉米根系表型检测方法 [PDF]
Aiming at the problem of incomplete root image information because of blocking by the soil, the paper proposed a root phenotypic method by using thermal image combined with improved Criminisi algorithm for root image repair and studied the relationship ...
Ding, Yan Feng +4 more
core +1 more source
Infrared image segmentation algorithm based on distribution information intuitionistic fuzzy c-means clustering [PDF]
Due to the sensitivity of the traditional intuitionistic fuzzy c-means (IFCM) clustering algorithm to the clustering center in image segmentation,which resulted in the low clustering precision,poor retention of details,and large time complexity,an ...
Fankui HU, Shuo HUANG, Xiaofei WANG
core +1 more source
Hyperspectral outcrop models for palaeoseismic studies
To overcome the limitations of the traditional study of palaeoseismic trenches, a new workflow is presented that integrates infrared hyperspectral and photogrammetric data. This method was applied on two palaeoseismic trenches excavated across a post‐glacial fault scarp in northern Finnish Lapland.
Moritz Kirsch +19 more
wiley +1 more source
为了实现电气设备故障红外图像的高效智能化辨识,针对传统电气设备故障红外图像检测方法出现的检测效率低下与检测结果主观性较强的问题,文中提出了一种基于改进BEMD频域分解的Res-LSTM电气设备红外图像故障辨识方法。首先采用BEMD算法对红外图像进行频域分解,并将其原有的滤波器替换为Gaussian滤波器,对BEMD进行改进,大大加快了其分解速度。其次,构建了Res-LSTM故障诊断网络,采用ResNet对电气设备红外图像进行特征提取,并通过LSTM网络对提取出的特征进行故障诊断。最后 ...
李岩, 刘玉娇, 李国亮, 蔡杨
doaj
针对变电站中开关状态图像识别易发生误判的问题,提出了一种基于非下采样剪切波变换(NSST)图像融合的变电站开关图像识别方法。该方法采用可见光和红外光双摄像模式,得到开关可见光图像和红外图像,根据两者的特点与互补特性,采用基于NSST的图像融合算法对可见光图像和红外图像进行融合,生成含有两种开关图像丰富细节信息和特征量的融合图像,采用改进加速稳健特征(SURF)算法对融合图像进行目标特征量提取和匹配,再采用基于混沌布谷鸟(CCS)算法的多阈值图像分割技术进行处理 ...
周凯 +6 more
doaj
为研究红外及紫外成像技术检测零值绝缘子的有效性,试验采集了不同湿度和污秽度下,零值绝缘子处于绝缘子串不同位置时的红外热像图和紫外视频,分析了绝缘子串的发热、放电特性。利用有限元软件建立了热—电耦合场仿真模型,计算验证了不同条件下绝缘子串的温度及电场分布。研究表明:污秽干燥条件下,绝缘子串不易放电,紫外成像法无法有效检测零值绝缘子,红外热像图显示正常绝缘子的温升明显高于零值绝缘子温升,红外成像法可以有效检测零值绝缘子;污秽湿润条件下,由于高电导率的重污秽以及污秽受潮的不均匀性 ...
王胜辉 +4 more
doaj
Detection on Proper Wearing of Seat Belt Based on Infrared Mark Vision [PDF]
针对安全带佩戴规范性仍未引起充分重视的现实问题,借助具有红外敏感表面涂层标记的三点式安全带,基于标记视觉和图像处理技术提出一种安全带佩戴规范性的; 集成检测方法:利用增强现实技术快速识别定位安全带标记,在此基础上分别设计数量阈值算法、模糊聚类阈值算法、曲线拟合松弛度算法和肩部外轮廓交点定位算; 法,用以进行安全带是否佩戴和佩戴形式、松紧程度、高低位置是否规范等4种判断,从而实现安全带是否规范佩戴的检测目标。实验结果表明,在各种成像条件和; 图像背景干扰下,对应上述4种判断的识别准确率分别为95.4 ...
温程璐 +4 more
core +1 more source
Defect detection method of red globe grapes bunches based on near infrared camera imaging [PDF]
Objective: The study aimed to explore a fast and accurate method to detect brown spot and damage decay in grape bunches. Methods: Colour images (RGB) and near-infrared images (NIR) of red globe grapes bunches were captured by a near-infrared industrial ...
GAO Sheng
core +1 more source

