Corn is a crucial staple crop globally, with its production facing challenges due to the prevalence of pests and diseases. This paper presents the use of YOLOv8 (You Only Look Once version 8) algorithm, an advanced ob...
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We proposed a deep LSTM-based neural network model training with field data and light-path correlation to accurately predict the QoT of already established light-path for 200 hours, enabling proactive measures to prev...
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Multi-access edge computing (MEC) can enhance the user experience by deploying caching infrastructure at the edge. But MEC's cache and computing resources are limited. So, selectively caching and transcoding video...
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To save video transmission bandwidth and storage space, videos compressed to different degrees is a common method. Thus, a method which down-samples the videos before compression and applies super resolution is propos...
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The value of electronic waste at present is estimated to increase rapidly year after year, and with rapid advances in electronics, shows no signs of slowing down. Storage devices such as SATA Hard Disks and Solid Stat...
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ISBN:
(纸本)9780791887240
The value of electronic waste at present is estimated to increase rapidly year after year, and with rapid advances in electronics, shows no signs of slowing down. Storage devices such as SATA Hard Disks and Solid State Devices are electronic devices with high value recyclable raw materials which often goes unrecovered. Most of the e-waste currently generated, including HDDs, is either managed by the informal recycling sector, or is improperly landfilled with the municipal solid waste, primarily due to insufficient recovery infrastructure and labor shortage in the recycling industry. This emphasizes the importance of developing modern advanced recycling technologies such as robotic disassembly. Performing smooth robotic disassembly operations of precision electronics necessitates fast and accurate geometric 3D profiling to provide a quick and precise location of key components. Fringe Projection Profilometry (FPP), as a variation of the well-known structured light technology, provides both the high speed and high accuracy needed to accomplish this. However, Using FPP for disassembly of high-precision electronics such as hard disks can be especially challenging, given that the hard disk platter is almost completely reflective. Furthermore, the metallic nature of its various components make it difficult to render an accurate 3D reconstruction. To address this challenge, We have developed a single-shot approach to predict the 3D point cloud of these devices using a combination of computer graphics, fringe projection, and deep learning. We calibrate a physical FPP-based 3D shape measurement system and set up its digital twin using computer graphics. We capture HDD and SSD CAD models at various orientations to generate virtual training datasets consisting of fringe images and their point cloud reconstructions. This is used to train the U-NET which is then found efficient to predict the depth of the parts to a high accuracy with only a single shot fringe image. This propos
Healthcare industry is evolving rapidly due to the rigorous research and development in health care industry and is contributing to the enormous development the most happening and upcoming innovative block chain techn...
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This study aimed to classify the moods of the song based on musical features that include Acousticness, danceability, energy, Instrumentalness, loudness, liveliness, valence, tempo, and Speechiness. The researcher use...
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Convolutional neural networks have been widely used for human pose estimation tasks, but with some issues. It is limited to local receptive fields and it is difficult to capture global information. To address this pro...
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The haploid breeding technology of maize can shorten the breeding cycle and is an important technology for modern crop improvement. However, selection of maize haploid seeds is often done manually, resulting in loss o...
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This study mainly takes apples as the research object, and uses near-infrared spectroscopy as the means to establish the relationship model between the reflected light and sugar content of apples. The objective is to ...
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