期刊文献+
共找到3篇文章
< 1 >
每页显示 20 50 100
弱监督深层神经网络遥感图像目标检测模型 被引量:10
1
作者 周明非 汪西莉 《中国科学:信息科学》 CSCD 北大核心 2018年第8期1022-1034,共13页
本文提出了一种遥感图像目标检测框架,克服了遥感图像中由于目标较小且背景复杂造成的目标检测任务中的困难.所提框架包含两种深层神经网络模型,分别是全卷积网络模型和卷积神经网络模型.首先,使用全卷积网络提取遥感图像中可能存在待... 本文提出了一种遥感图像目标检测框架,克服了遥感图像中由于目标较小且背景复杂造成的目标检测任务中的困难.所提框架包含两种深层神经网络模型,分别是全卷积网络模型和卷积神经网络模型.首先,使用全卷积网络提取遥感图像中可能存在待检测目标的候选区域,避免了对图像的穷举搜索.其次,使用深层卷积神经网络对候选区域分类,通过提取高层特征提高分类正确率.然后,提出了新的遥感图像目标检测数据集,模型的训练全部使用图像级的标签,提出简化弱监督训练方法解决遥感图像目标检测领域目标级标签缺乏的问题.最后,提出一种候选框融合算法,合并重叠候选框的同时调整候选框的位置.提出的模型在本文所提数据集satellite aircrafts dataset和公开数据集aircrafts dataset上进行了测试.实验结果表明,提出的目标检测框架和其他使用深层神经网络的框架相比提高了目标检测的正确率,并具有更高的检测效率. 展开更多
关键词 遥感图像 目标检测 卷积神经网络 全卷积网络 弱监督训练
原文传递
On the oxidation states of metal elements in MO-3(M=V,Nb,Ta,Db,Pr,Gd,Pa)anions 被引量:3
2
作者 Jing Su Shuxian Hu +2 位作者 Wei Huang mingfei zhou Jun Li 《Science China Chemistry》 SCIE EI CAS CSCD 2016年第4期442-451,共10页
Relativistic quantum chemistry investigations are carried out to tackle the puzzling oxidation state problem in a series of MO3 trioxide anions of all d- and f-block elements with five valence electrons. We have shown... Relativistic quantum chemistry investigations are carried out to tackle the puzzling oxidation state problem in a series of MO3 trioxide anions of all d- and f-block elements with five valence electrons. We have shown here that while the oxidation states of V, Nb, Ta, Db, Pa are, as usual, all +V with divalent oxygen O(-II) in MO3- anions, the lanthanide elements Pr and Gd cannot adopt such high +V oxidation state in similar trioxide anions. Instead, lanthanide element Gd retains its usual +III oxi- dation state, while Pr retains a +IV oxidation state, thus forcing oxygen into a non-innocent ligand with an uncommon mono- valent radical (O') of oxidation state -I. A unique Pr"- "(0)3 biradical with highly delocalized unpairing electron density on Pr(IV) and three O atoms is found to be responsible for stabilizing the monovalent-oxygen species in PRO3- ion, while GdO3 ion is in fact an OGd+(O22-) complex with Gd(III). These results show that a naive assignment of oxidation state of a chemical element without electronic structure analysis can lead to erroneous conclusions. 展开更多
关键词 oxidation state non-innocent ligand BIRADICAL LANTHANIDE trioxide anion
原文传递
Reactive resonance and the role of electron angular momentum
3
作者 mingfei zhou Kopin Liu 《The Innovation》 2021年第3期9-10,共2页
Understanding the reaction mechanism at the atomic and molecular level is a central task of chemistry.Within the Born-Oppenheimer approximation,a chemical reaction is envisioned as nuclear dynamics evolving from react... Understanding the reaction mechanism at the atomic and molecular level is a central task of chemistry.Within the Born-Oppenheimer approximation,a chemical reaction is envisioned as nuclear dynamics evolving from reactants to products on a potential energy surface(PES).To reveal the detailed mechanistic origin of such an old bond-breaking and new bond-forming process,a measurement of state-to-state differential cross-sections(DCSs)is essential.Its fine structure often serves as a fingerprint to identify quantum dynamics phenomena in a bimolecular reactive encounter.Observation of these fine structures is,however,difficult,because the interference feature may appear in the state-to-state DCSs only with very high angular resolution。 展开更多
关键词 chemistry. ANGULAR MOMENTUM
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部