To enhance real-time imagerecognition capabilities, an efficient embedded imagerecognition system was designed using the YuLong810A chip. By optimizing the hardware platform, image preprocessing, feature extraction ...
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In the field of computervision, the ability to accurately detect and recognise animal features in various environments is an area of growing interest and application. this study presents an advanced cat face detectio...
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Withthe rapid development of computervision and imageprocessing, geometric shape recognition has become a highly regarded research area. this study aims to explore a method that combines the FAST feature point reco...
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the proceedings contain 60 papers. the topics discussed include: a light weight CNN algorithm for the detection of various tomato plant diseases;a novel convolutional neural network classifier for real-time traffic si...
ISBN:
(纸本)9798350375466
the proceedings contain 60 papers. the topics discussed include: a light weight CNN algorithm for the detection of various tomato plant diseases;a novel convolutional neural network classifier for real-time traffic sign detection;brain controlled robotic car using mind wave;crop sentry: ai-enhanced protection for agriculture field;deep learning-based modular framework for risk mitigation through crowd counting;FPGA implementation of exudates detection in fundus images through machine learning;license plate recognition using federated learning;machine learning driven exploration and identification of steel surfaces: leveraging advanced computervision techniques;and unified image mastery : an integrated approach to image enhancement, object detection and classification.
To enable real-time monitoring of fire operations within construction sites and to reduce the chance of fires, this paper proposes a detection algorithm that incorporates target recognition and imageprocessing. First...
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Considering the challenges associated with robots in optoelectronic imaging applications, typically require real-time and accurate recognition and localization of targets, especially in complex environments. Due to th...
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Multi-directional gradients, fusion and compensation methods are used to generate images that can express the original features, and then a series of processing is done to achieve the purpose of face recognition. Firs...
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the embedded microprocessor, face recognition sensor, and body sensing radar sensor are used to design an intrusion monitoring system with a 2-layer architecture of 'upper computer + lower computer', which has...
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Object recognition is a powerful innovation within computervision. It identifies and tracks objects in images and videos, with applications like facial recognition, vehicle detection, pedestrian counting, self-drivin...
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ISBN:
(纸本)9798350385939;9798350385922
Object recognition is a powerful innovation within computervision. It identifies and tracks objects in images and videos, with applications like facial recognition, vehicle detection, pedestrian counting, self-driving vehicles, and security systems. imageAI, a Python library, enables deep learning and computervision applications. Single Shot Detectors (SSDs) efficiently detect multiple objects with speed and accuracy. Tools like YOLO, OpenCV, and Pillow enhance object recognition. this project improves image efficiency using IR thermal detection, overcoming low light and fog limitations. thermal cameras enable nighttime detection. By using filters like edge detection, negative image transformations, gray-scale adjustments, and contrast stretching, we enhance IR image details, improving object detection accuracy.
Nowadays, the images recognition has become a fundamental component in computervision and assist to identify the objectives in the complex images. Withthe development of images processing methods, the image-level ob...
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