Výsledky vyhledávání - "IET image processing"

Medical image segmentation using deep learning: A survey Autor Wang, Risheng, Lei, Tao, Cui, Ruixia, Zhang, Bingtao, Meng, Hongying, Nandi, Asoke K.

“…Deep learning has been widely used for medical image segmentation and a large number of papers has been presented recording the success of deep learning in the…”
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Review of surface defect detection of steel products based on machine vision Autor Tang, Bo, Chen, Li, Sun, Wei, Lin, Zhong‐kang

“…Steel plays an important role in industry, and the surface defect detection for steel products based on machine vision has been widely used during the last two…”
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Recognizing apple leaf diseases using a novel parallel real‐time processing framework based on MASK RCNN and transfer learning: An application for smart agriculture Autor Rehman, Zia ur, Khan, Muhammad Attique, Ahmed, Fawad, Damaševičius, Robertas, Naqvi, Syed Rameez, Nisar, Wasif, Javed, Kashif

“…Effective recognition of fruit leaf diseases has a substantial impact on agro‐based economies. Several fruit diseases exist that badly impact the yield and…”
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Real‐time automatic helmet detection of motorcyclists in urban traffic using improved YOLOv5 detector Autor Jia, Wei, Xu, Shiquan, Liang, Zhen, Zhao, Yang, Min, Hai, Li, Shujie, Yu, Ye

“…In traffic accidents, motorcycle accidents are the main cause of casualties, especially in developing countries. The main cause of fatal injuries in motorcycle…”
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Tomato leaf disease classification by exploiting transfer learning and feature concatenation Autor Al‐gaashani, Mehdhar S. A. M., Shang, Fengjun, Muthanna, Mohammed S. A., Khayyat, Mashael, Abd El‐Latif, Ahmed A.

“…Tomato is one of the most important vegetables worldwide. It is considered a mainstay of many countries’ economies. However, tomato crops are vulnerable to…”
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DGW‐YOLOv8: A small insulator target detection algorithm based on deformable attention backbone and WIoU loss function Autor Hu, Deao, Yu, Mei, Wu, Xianyong, Hu, Jingbo, Sheng, Yuyang, Jiang, Yanjing, Huang, Chongjing, Zheng, Yuelin

“…The YOLO series of algorithms have made substantial contributions to the detection of insulator defects in power transmission line operations. However,…”
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Change detection in SAR images using deep belief network: a new training approach based on morphological images Autor Samadi, Farnaam, Akbarizadeh, Gholamreza, Kaabi, Hooman

“…In solving change detection problem, unsupervised methods are usually preferred to their supervised counterparts due to the difficulty of producing labelled…”
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DenseUNet: densely connected UNet for electron microscopy image segmentation Autor Cao, Yue, Liu, Shigang, Peng, Yali, Li, Jun

“…Electron microscopy (EM) image segmentation plays an important role in computer-aided diagnosis of specific pathogens or disease. However, EM image…”
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CNN‐based infrared dim small target detection algorithm using target‐oriented shallow‐deep features and effective small anchor Autor Du, Jinming, Lu, Huanzhang, Hu, Moufa, Zhang, Luping, Shen, Xinglin

“…For the extremely small size and low signal‐to‐clutter ratio, target detection in infrared images is still a considerable challenge. Specifically, it is very…”
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Object detection based on RGC mask R-CNN Autor Wu, Minghu, Yue, Hanhui, Wang, Juan, Huang, Yongxi, Liu, Min, Jiang, Yuhan, Ke, Cong, Zeng, Cheng

“…Object detection is a crucial topic in computer vision. Mask Region-Convolution Neural Network (R-CNN) based methods, wherein a large intersection over union…”
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Convolutional neural network for smoke and fire semantic segmentation Autor Frizzi, Sebastien, Bouchouicha, Moez, Ginoux, Jean‐Marc, Moreau, Eric, Sayadi, Mounir

“…In recent decades, global warming has contributed to an increase in the number and intensity of wildfires destroying millions hectares of forest areas and…”
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An optimized YOLO‐based object detection model for crop harvesting system Autor Junos, Mohamad Haniff, Mohd Khairuddin, Anis Salwa, Thannirmalai, Subbiah, Dahari, Mahidzal

“…The adoption of automated crop harvesting system based on machine vision may improve productivity and optimize the operational cost. The scope of this study is…”
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TSD‐YOLO: Small traffic sign detection based on improved YOLO v8 Autor Du, Songjie, Pan, Weiguo, Li, Nuoya, Dai, Songyin, Xu, Bingxin, Liu, Hongzhe, Xu, Cheng, Li, Xuewei

“…Traffic sign detection is critical for autonomous driving technology. However, accurately detecting traffic signs in complex traffic environments remains…”
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Identification of malnutrition and prediction of BMI from facial images using real‐time image processing and machine learning Autor C, Dhanamjayulu, N, Nizhal U, Maddikunta, Praveen Kumar Reddy, Gadekallu, Thippa Reddy, Iwendi, Celestine, Wei, Chuliang, Xin, Qin

“…Human faces contain useful information that can be used in the identification of age, gender, weight etc. Among these biometrics, body mass index (BMI) and…”
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Normalised gamma transformation-based contrast-limited adaptive histogram equalisation with colour correction for sand–dust image enhancement Autor Shi, Zhenghao, Feng, Yaning, Zhao, Minghua, Zhang, Erhu, He, Lifeng

“…Images captured in the sand–dust weather often suffer from serious colour cast and poor contrast, and this has serious implications for outdoor computer vision…”
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Simultaneous image fusion and denoising with adaptive sparse representation Autor Liu, Yu, Wang, Zengfu

“…In this study, a novel adaptive sparse representation (ASR) model is presented for simultaneous image fusion and denoising. As a powerful signal modelling…”
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Brain tumour segmentation framework with deep nuanced reasoning and Swin‐T Autor Xu, Yang, Yu, Kun, Qi, Guanqiu, Gong, Yifei, Qu, Xiaolong, Yin, Li, Yang, Pan

“…Tumour medical image segmentation plays a crucial role in clinical imaging diagnosis. Existing research has achieved good results, enabling the segmentation of…”
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Survey on depth perception in head mounted displays: distance estimation in virtual reality, augmented reality, and mixed reality Autor El Jamiy, Fatima, Marsh, Ronald

“…Depth perception is one of the important elements in virtual reality (VR). The perceived depth is influenced by the head mounted displays that inevitability…”
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Survey of single image super-resolution reconstruction Autor Li, Kai, Yang, Shenghao, Dong, Runting, Wang, Xiaoying, Huang, Jianqiang

“…Image super-resolution reconstruction refers to a technique of recovering a high-resolution (HR) image (or multiple images) from a low-resolution (LR) degraded…”
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Adaptive frequency median filter for the salt and pepper denoising problem Autor Erkan, Uğur, Enginoğlu, Serdar, Thanh, Dang N.H, Hieu, Le Minh

“…In this article, the authors propose an adaptive frequency median filter (AFMF) to remove the salt and pepper noise. AFMF uses the same adaptive condition of…”
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