The study focuses on the utilization of remote sensing data to analyze and detect deforestation patterns, with an emphasis on the extraction of key parameters such as vegetation cover change, forest loss, and land use...
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This project aims to develop a solar powered auto irrigation system that incorporates imageprocessing techniques to monitor and maintain the health of the plants. The system utilizes solar energy to power the irrigat...
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This work presents a new approach to crop quality monitoring that makes use of deep learning vision algorithms and a Single Board Computer (SBC). Our approach consists of a multi-step imageprocessing pipeline, wherei...
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ISBN:
(纸本)9798350367393;9798350367386
This work presents a new approach to crop quality monitoring that makes use of deep learning vision algorithms and a Single Board Computer (SBC). Our approach consists of a multi-step imageprocessing pipeline, wherein the ROI (Region of Interest) is first identified using a specialised Vegetation determination procedure (NDVI). Furthermore, geo-coordinates enabling accurate geospatial mapping of crop quality measurements. A 5-layer CNN classifier, as well as deep learning models for leaf classification and optimised picture filtering, augmentation, and segmentation, come next. The system's real-time capabilities were assessed using an Nvidia Jetson Nano Developer kit.
Fairness in image restoration tasks is the desire to treat different sub-groups of images equally well. Existing definitions of fairness in image restoration are highly restrictive. They consider a reconstruction to b...
This paper delves into the extraction and secure verification technology of cable equipment information based on imageprocessingalgorithms, demonstrating how the combination of high-resolution cameras and circular L...
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Skin disorders are ubiquitous, stemming from causes including fungus, germs, allergies, and viruses. Although laser and photonics medical technologies have revolutionised rapid and precise diagnosis, their exorbitant ...
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image Captioning (ICs) seamlessly combines the realms of Computer Vision (CV) and Natural Language processing (NLP) task involved in producing textual sentences that summarise the image content in a way which is under...
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image edges contain most of the information in an image, which is one of the most basic and important features in an image. image edge extraction occupies a special place in computer vision and imageprocessing, which...
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Face recognition is an important technology in the field of digital imageprocessing, which has a crucial impact on subsequent work. This article introduced an example of facial recognition based on the combination of...
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In several domains, such as remote sensing, agriculture, and environmental monitoring, hyperspectral imageprocessing is essential. In this work, the Indian Pines dataset is used to investigate hyperspectral picture c...
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