期刊文献+
共找到4篇文章
< 1 >
每页显示 20 50 100
改进YOLOv5s的采煤机滚筒与支架护帮板干涉状态智能识别
1
作者 毛清华 胡鑫 +2 位作者 王孟寒 张旭辉 薛旭升 《煤炭科学技术》 EI CAS CSCD 北大核心 2024年第2期253-263,共11页
针对综采工作面液压支架护帮板处于未收回异常状态导致采煤机滚筒与护帮板干涉问题,提出一种改进YOLOv5s的采煤机滚筒与液压支架护帮板干涉状态智能识别方法。运用课题组前期提出的基于边界约束和非线性上下文正则化的去雾去尘方法对视... 针对综采工作面液压支架护帮板处于未收回异常状态导致采煤机滚筒与护帮板干涉问题,提出一种改进YOLOv5s的采煤机滚筒与液压支架护帮板干涉状态智能识别方法。运用课题组前期提出的基于边界约束和非线性上下文正则化的去雾去尘方法对视频图像进行清晰化处理,提高综采工作面监控视频图像质量;对YOLOv5s模型进行改进,通过将YOLOv5s主干网络中的普通卷积Conv替换为分类效果更佳的Ghost卷积,减少了模型的参数数量,提高了模型识别速度,同时引入坐标注意力机制,提高了模型对护帮板和滚筒特征提取能力,从而提高模型识别精确率。运用软非极大值抑制算法(Soft-NMS)的锚框筛选方法,减少因护帮板重叠而发生漏检问题。针对采煤机滚筒与液压支架护帮板干涉状态判定问题,提出液压支架护帮板与采煤机滚筒锚框重合度的判定方法。运用本文改进YOLOv5s模型与YOLOv5s、YOLOv3-tiny模型进行对比分析,结果表明:本文方法与原模型相比的识别精确率提高了约8.1%,GFLOPs降低1.86倍;mAP@.5达到97.2%、平均识别速度为检测时间为5.9 ms。运用本文方法对煤矿实际综采工作面采煤机滚筒与液压支架护帮板视频图像进行干涉状态识别试验验证,结果表明:对采煤机滚筒与液压支架护帮板干涉状态识别准确率为96%。 展开更多
关键词 采煤机滚筒 液压支架护帮板 YOLOv5s 干涉状态 视频图像 智能识别
下载PDF
Research Progress on Multimode Interference Switches
2
作者 GAO Qing SHENG Zhi-rui JIANG Xiao-qing WANG Ming-hua 《Semiconductor Photonics and Technology》 CAS 2005年第4期270-274,共5页
Optical switches are key components for constructing optical communication networks, so it is necessary to design optical switches and optical switch arrays with high performance and low cost. As one type of optical s... Optical switches are key components for constructing optical communication networks, so it is necessary to design optical switches and optical switch arrays with high performance and low cost. As one type of optical switches, the multimode interference(MMl) switches have received considerable attention due to their unique merits. The structures and operation principles of various types of MMI switches are introduced, and the recent progresses of MMI switches are also discussed. 展开更多
关键词 Optical switch Multimode interference(MMI) Optical waveguide
下载PDF
A 2×2 SOI mach-zehnder thermo-optical switch based on strongly guided paired multimode interference couplers
3
作者 YANG Di WANG Yi-quan +2 位作者 LV Mi CHEN Shao-wu YU Jin-zhong 《Optoelectronics Letters》 EI 2007年第5期334-336,共3页
A silicon-on-insulator 2× 2 Mach-Zehnder thermo-optical switch is developed based on strongly guided paired multimode interference couplers. The multimode-interference couplers were etched deeply for improving co... A silicon-on-insulator 2× 2 Mach-Zehnder thermo-optical switch is developed based on strongly guided paired multimode interference couplers. The multimode-interference couplers were etched deeply for improving coupler characteristics such as self-imaging quality, uniformity and fabrication toierance. The proposed switch achieves good performances, including a low insertion loss of -11.0dB, a fiber-waveguide coupling loss of-4.3dB and a fast response speed measured to be 3.5 and 8.8 μs for raise and fall switching time, respectively. 展开更多
关键词 光学开关 干涉连接器 集成电路 状态
下载PDF
Generating W State with Qubits of Superconducting Quantum Interference Devices via Adiabatic Passage
4
作者 叶晓芳 陈美锋 《Communications in Theoretical Physics》 SCIE CAS CSCD 2011年第5期868-870,共3页
A scheme is proposed to generate W state with qubits of superconducting quantum interference devices (SQUIDs), based on adiabatic passage along dark state. Taking advantages of adiabatic passage, the scheme is very ... A scheme is proposed to generate W state with qubits of superconducting quantum interference devices (SQUIDs), based on adiabatic passage along dark state. Taking advantages of adiabatic passage, the scheme is very robust against decoherence, and it does not need to control the classical field and the interaction time accurately. Because of the achievable strong coupling between SQUID qubits and cavity, W state can be generated with high successful probability. 展开更多
关键词 SQUID qubits W state adiabatic passage cavity QED
下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部