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DeepCrack
说明: 裂纹是典型的线结构,在许多计算机视觉应用中都很有趣。在实际应用中,路面裂缝等许多裂缝连续性差、对比度低,给利用低层特征进行基于图像的裂缝检测带来了很大的挑战。在本文中,我们提出了深度裂纹——一个端到端可训练的深度卷积神经网络,通过学习用于裂纹表示的高级特征来自动检测裂纹。该方法将在层次卷积阶段学习到的多尺度深度卷积特征融合在一起,以获取线路结构。更详细的表示在大比例尺的feature maps中进行,更全面的表示在小比例尺的feature maps中进行。我们在SegNet的编码器解码器架构上构建深度裂纹网,并对在相同尺度下在编码器网络和解码器网络中生成的卷积特征进行配对融合。(Cracks are typical line structures that are of interest in many computer-vision applications. In practice, many cracks, e.g., pavement cracks, show poor continuity and low contrast, which bring great challenges to image-based crack detection by using low-level features. In this paper, we propose DeepCrack---an end-to-end trainable deep convolutional neural network for automatic crack detection by learning high-level features for crack representation. In this method, multi-scale deep convolutional features learned at hierarchical convolutional stages are fused together to capture the line structures. More detailed representations are made in larger scale feature maps and more holistic representations are made in smaller scale feature maps. We build DeepCrack net on the encoder decoder architecture of SegNet and pairwisely fuse the convolutional features generated in the encoder network and in the decoder network at the same scale.)
- 2021-04-09 16:58:59下载
- 积分:1
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Population
c++ 链接access 建立的一个小型人员统计系统管理 代码简单(c++ link access to the set of a small staff Biejiao simple statistical system management code)
- 2014-03-09 10:11:57下载
- 积分:1
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Is a small program, hope that we can gain. . . . . .
是一个小程序,希望大家能收获。
- 2022-03-15 20:19:41下载
- 积分:1
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宏捷百鑫5420屏资料通用9326
5432-mcu屏驱动,BOE玻璃,库存玻璃,库存IC 已经在记录仪验证(5432-mcu lcd driver)
- 2019-01-07 10:44:51下载
- 积分:1
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BaiduMap_AndroidSDK_v3.0.0_All
百度地图定位,百度实时定位,精准定位 百度地图定位,百度实时定位,精准定位(Baidu map positioning, baidu real-time positioning, precise positioning of baidu map positioning, baidu real-time positioning, precise positioning)
- 2017-11-15 16:03:20下载
- 积分:1
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30160132860
比较实用的opencv电子书 比较实用的opencv电子书 比较实用的opencv电子书(Opencv more practical e-books e-books more practical opencv more practical e-books opencv)
- 2009-10-29 01:43:47下载
- 积分:1
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invertedpendulum
倒立摆控制 matlab 的控制仿真,PID控制,基于状态空间的控制。(inverted pendulum MTALAB simulink)
- 2020-12-11 20:09:18下载
- 积分:1
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m3u8解析p2p版
p2p加速解析亲测可以用的 .自己研究看看看等等(zijiyanjiujkhdsjkfhsdkjhfjksdjlhfkenjgxyuc)
- 2019-07-07 14:42:55下载
- 积分:1
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回溯算法中的连续邮资问题
回溯算法中的连续邮资问题-backtracking algorithms for the problem of postage
- 2022-01-26 05:26:23下载
- 积分:1
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threephase
本人设计的三相有源逆变器,可以完美运行,希望对想学习的人有所帮助(The three-phase active inverter designed by myself can run perfectly.)
- 2018-05-30 15:47:42下载
- 积分:1