Pedestrian attribute classification with multi-scale and multi-label convolutional neural networks

来源 :High Technology Letters | 被引量 : 1次 | 上传用户:marinefish
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Pedestrian attribute classification from a pedestrian image captured in surveillance scenarios is challenging due to diverse clothing appearances,varied poses and different camera views. A multiscale and multi-label convolutional neural network( MSMLCN
其他文献
Characteristic slip and characteristic earthquake models have been proposed for several decades. Such models have been supported recently by high-resolution offset measurements. These models suggest t
期刊
30?<?<90?At UTC 2017-11-12 18:18:17,an Mw7.3 earthquake occurred at the border between Iran and Iraq(location 34.886°N,45.941°E,depth23 km according to USGS).We carried out focal mechanism and rupture
期刊
At 06:34(CST)on Nov.18,2017,an M6.9 earthquake occurred in the Mainling County,Nyingchi Region of Xizang Autonomous Region,China.The epicenter is located at 95.02°E,29.75°N and the focal depth is abou
期刊
At UTC 2018-01-10 02:51:31,an Mw7.6 earthquake occurred 44km east of Great Swan Island,Honduras(location 17.469°N,83.520°W,depth 10 km,according to the United States Geological Survey).We carried out
期刊
The 13 November 2016 Kaikoura earthquake occurred in the northeastern coastal region of the South Island, New Zealand. The M_w 7.8 mainshock generated a complex pattern of surface ruptures, and was fo
期刊
This study tested five methods widely used in estimating the complete magnitudes(M_C) of earthquake catalogs. Using catalogs of observed earthquake properties, we test the performance of these five al
期刊
本文基于覆盖2016年1月21日中国青海省门源县M6.4级地震的河西地区2011年至2015年每年两期的流动重力网观测资料,根据不同的拟合插值算法进行了区域重力位场值网格化方法优选,并通过引人应用于资源勘探领域中的插值切割位场分离算法(改进了边缘点和角点的处理)和图像处理领域的自适应噪声滤除技术,解算了门源M6.4级地震发生前,在震源深度层附近的区域重力场时空演化特征及研究区域重力观测点的半年尺度
期刊
光谱图像包含丰富的空间信息和光谱信息,能够为天基预警探测任务提供重要的信息支撑,但其庞大的数据量给硬件设备带来了极大的挑战。传统的基于奈奎斯特采样的"先采样后压缩"的处理方式不仅无法从根本上解决数据量庞大的问题,还会造成资源浪费;针对此问题,利用单波段二维图像的稀疏性和空间编码数据的谱间冗余,设计了一种基于空间域压缩采样和谱域Karhunen-Loève(KL)变换编码的光谱图像重构方法,并建立基
期刊
采用Pearson相关性分析、Spearman相关性分析、偏相关性分析、方差分析和地统计学方法,对江西省耕地表层(0~20 cm)土壤有效态B、Cu、Fe、Mn和Zn等5种微量元素含量空间变异特征及其影响因素进行研究。结果表明:研究区土壤有效态B、Cu、Fe、Mn和Zn总体处于中等以上水平,B表现为强变异性,其他有效态元素均呈中等变异性。空间结构方面,B、Cu、Fe、Mn和Zn的块金效应值依次为1
期刊
Abnormal driving behavior identification( ADBI) has become a research hotspot because of its significance in driver assistance systems. However,current methods still have some limitations in terms of
期刊