Results 11 to 20 of about 11,064 (217)
Lightweight Probabilistic Deep Networks [PDF]
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018 To appear at CVPR ...
Jochen Gast, Stefan Roth 0001
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Human Pose Estimation Based on Lightweight Multi-Scale Coordinate Attention
Applied Sciences, 2023 Heatmap-based traditional approaches for estimating human pose usually suffer from drawbacks such as high network complexity or suboptimal accuracy. Focusing on the issue of multi-person pose estimation without heatmaps, this paper proposes an end-to-end,
Xin Li +4 more
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LiteDEKR: End‐to‐end lite 2D human pose estimation network
IET Image Processing, 2023 The 2D human pose estimation plays an important role in human‐computer interaction and action recognition. Although the method based on high‐resolution network has superior performance, there is still room for improvement in terms of speed and ...
Xueqiang Lv +5 more
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Re-lightweight Method of MobileNet Based on Low-cost Deformable Convolution [PDF]
Jisuanji kexue, 2022 In recent years,with the development of unmanned driving,intelligent UAV and mobile Internet,the demand for lightweight neural network from low-power,low-cost mobile and embedded platforms is increasingly urgent.Based on the idea of deformable ...
SUN Chang-di, PAN Zhi-song, ZHANG Yan-yan
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Applied Sciences, 2023 Wind turbine blades are readily damaged by the workplace environment and frequently experience flaws such as surface peeling and cracking. To address the problems of cumbersome operation, high cost, and harsh application conditions with traditional ...
Li Zou, Haowen Cheng, Qianhui Sun
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Lightweight capacity measurements for mobile networks [PDF]
Computer Communications, 2016 Mobile data traffic is increasing rapidly and wireless spectrum is becoming a more and more scarce resource. This makes it highly important to operate mobile networks efficiently. In this paper we are proposing a novel lightweight measurement technique that can be used as a basis for advanced resource optimization algorithms to be run on mobile phones.
Foivos Michelinakis +5 more
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Lightweight Design Strategy and Performance Optimization of Spaceborne Core Network
天地一体化信息网络, 2023 With the growth of global communication demand, the spaceborne core network can not only reduce frequent signaling interactions between satellites and the ground, but also break through the constraints of geographical regions, providing strong support ...
Xi CHEN +7 more
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A Lightweight Human Fall Detection Network
Sensors, 2023 The rising issue of an aging population has intensified the focus on the health concerns of the elderly. Among these concerns, falls have emerged as a predominant health threat for this demographic. The YOLOv5 family represents the forefront of techniques for human fall detection. However, this algorithm, although advanced, grapples with issues such as
Xi Kan +3 more
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A lightweight YOLOv3 algorithm used for safety helmet detection
Scientific Reports, 2022 YOLOv3 is a popular and effective object detection algorithm. However, YOLOv3 has a complex network, and floating point operations (FLOPs) and parameter sizes are large.
Lixia Deng +3 more
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A Lightweight Model for 3D Point Cloud Object Detection
Applied Sciences, 2023 With the rapid development of deep learning, more and more complex models are applied to 3D point cloud object detection to improve accuracy. In general, the more complex the model, the better the performance and the greater the computational resource ...
Ziyi Li +5 more
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