Intelligent Image Analysis and Recognition Method for Art Design Majors by Guoqiang An

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A Synergistic CNN-DF Method for Landslide Susceptibility Assessment by Jiangang Lu, Yi He, Lifeng Zhang, Qing Zhang, Jiapeng Tang, Tianbao Huo, Yunhao Zhang

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Analysis for Detecting Banana Leaf Disease Using the CNN Method by Nita Helmawati, Ema Utami

“…This research focuses on developing a banana leaf disease detection model using Convolutional Neural Network (CNN) method with MobileNetV2 architecture. The dataset used consists of 937 images of both infected and healthy banana leaves. …”
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Pulsed Electric Field Processing as an Effective Tomato Peeling Method by Dmitry A. Khudyakov, Maxim D. Sosnin, Emad M. A. Munassar, Chukwan Techakanon, Claudia Siemer, Stefan Toepfl, Ivan A. Shorstkii

“…The assessment included such factors as specific effort, energy costs, and product losses in comparison with thermal and electrophysical methods. Tomatoes of Aurora variety underwent a PEF treatment at 1 kV/cm. …”
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Research on Semantic Driven Urban Pipeline Dataspace Construction Method by B. Li, L. Huo, Y. Yang, P. Bao, M. Zhang, Y. Li

“…To address this problem, this paper proposes a semantics-driven urban pipeline dataspace construction method, which aims to realize the efficient organization of pipeline data. …”
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Extraction and discrimination of tobacco leaf shape based on landmark method by ZHONG Peige, ZHOU Yeying, ZHANG Yan, SHI Yi, GUO Yan, LI Baoguo, MA Yuntao

“…The shape information of leaves from 39 tobacco varieties was extracted by using landmark method. The differences in leaf shapes were compared and analyzed among different varieties and different leaf positions at different growth stages. …”
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Realization Method of Digital Filter in Pathological Assistant Diagnosis System by WANG Zi-xuan, XIE Yi-ning, HE Yong-jun

“…The pathology-assisted diagnosis system adopts the method of placing a filter on the slice to filter the light source and obtain the monochromatic parallel light, which is used to calculate the optical density parameter of the image to reflect the content of a certain substance in the slice.But the use of filter not only reduces the color contrast of the image, which interferes with the doctor’s follow-up diagnosis and increases the possibility of misdiagnosis, but also increases expenditure costs.In order to solve this problem, the CGAN model is trained to realize the conversion from unfiltered image to a filtered image, which is used to replace the hardware filter, and the trained model is called a digital filter.In order to improve the performance of the digital filter, a full-scale jump connection is added to the generator to improve the quality of the generated image, and the integral optical density constraint is added to the loss function to facilitate accurate measurement of the integrated optical density of the nucleus in the generated image.Experiments show that the digital filter can achieve the filtering effect of a hardware filter, and the generated image is close to the real filtered image in terms of visual effects.In the task of calculating the integral optical density of the cell nucleus, the generated image deviates 5.3% from the real filtered image with a mean value of 119, the performance is improved by 10.9%, 3.2%, and 6.1% compared with CycleGAN, pix2pix, and pix2pixHD methods.…”
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An improved and advanced method for dehazing coal mine dust images by Pingping Cao, Xianchao Wang, Linguo Li, Mingjun Liu, Mengting Wang

“…Since the coal mine dust image has a special black shift, the existing ground and underwater defogging methods cannot play a role in the coal mine dust image with the black shift. …”
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An efficient method for identifying surface damage in hydraulic concrete buildings by Libo Yang, Dawei Zhu, Xuemei Liu

“…Abstract Traditional hydraulic structures rely on manual visual inspection for apparent integrity, which is not only time-consuming and labour-intensive but also inefficient. …”
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METHOD OF CLASTERIZATION OF VESSELS ROUTES IN THE SYSTEM OFCOVERING THE SITUATION AT SEA by Valentin Y. Mazur, Oleh V. Borovyk, Roman V. Rachok

“…Described in the work method of clustering routes specified by discrete reports in the system of illumination of the above-ground situation, received algorithmic and software implementation using a programming system Visual Studio Express Edition and a programming language C#. …”
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Product Innovation Design Method Based on BP Neural Network by Shihui Huang

“…In order to solve this problem, based on the research of BP neural network technology, this paper puts forward an innovative product design method based on image-Kempi method. The color features of images are reconstructed and integrated, and then transferred to product modeling, so as to generate new products with both content image modeling features and style image color features, which brings visual inspiration to users. …”
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Method for Extracting Arterial Pulse Waveforms from Interferometric Signals by Marian Janek, Ivan Martincek, Gabriela Tarjanyiova

“…Key features such as the rate of change, the Hilbert transform of the rate of change (envelope), and detected extrema guide the signal reconstruction, offering a computationally efficient pathway to reveal its periodic and phase-dependent dynamics. Visual analyses highlight amplitude variations and residual noise sources, primarily attributed to sensor bandwidth limitations and interpolation methods, considerations critical for real-world deployment. …”
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Magnetic method of rail track joint gaps automated measurement by A. A. Markov, A. G. Antipov, E. A. Maksimova

“…The authors compared the gap measurements from the two specified methods: visual and magnetic.Discussion and conclusion. …”
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The rock cutting simulation of heterogeneous granite using FDEM method by Weiji Liu, Hongxing Deng, Xiaohua Zhu, Yanxin Lv, Yunxu Luo

“…Many advanced rock breaking methods are emerged form improving the ROP in deep formation drilling in recent years, such as electric pulse rock breaking, ultrasonic rock breaking and hydraulic rock breaking. …”
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Sketch Face Recognition Method Based on Local-Global Adapter by Huanyu Bian, Boqian Lv, Yanan Guo, Benkui Zhang, Kangning Du

“…To address the above issue, we propose a sketch face recognition method based on Local-Gobal Adapter (LGAdapter). The method uses a transformer to capture facial details, and we segment the features through H windows, thus limiting the self-attention mechanism to localized windows, which better captures detailed information. …”
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A Fourier Fitting Method for Floating Vehicle Trajectory Lines by Yun Shuai, Pengcheng Liu, Hao Han

“…This paper explores effective methods for trajectory data representation, with a focus on the study of data fitting methods. …”
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Readily accessible CT scoring method to quantify fibrosis in IPF by Ling-Pei Ho, Emily Fraser, Victoria St Noble, Rachel K Hoyles, Rachel Benamore

“…Such a measure could isolate contribution of fibrosis from other comorbidities to lung function abnormality and deterioration of disease, and potentially help determine if there has been response to antifibrotic treatment.Methods In a pilot study of 39 IPF patients, we used a CT-based visual scoring method to examine the correlation between the sum of all fibrotic features (all traction bronchiectasis, ground glass with traction bronchiectasis, honeycombing and reticulation; referred to as Total Fibrosis Score, TFS) or the individual fibrotic features, with lung function, Composite Physiologic Index (CPI) and time to death in the 5 years following CT measurement.Results TFS measurements were highly reproducible (r=0.982; p<0.001) and correlated significantly with TLCO, FVC and CPI. …”
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Efficacy of a new comprehensive method of treatment for bacterial keratitis by O.V. Aleksieieva, V.M. Sakovych

“…Purpose: To assess the therapeutic efficacy of hyperbaric oxygenation (HBO) therapy and liposomal ozone-based solution (LOBS) in the comprehensive treatment of bacterial keratitis (BK). Material and Methods: Ninety-eight patients (98 eyes) were treated for BK and the treatment outcomes were studied. …”
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Comparison of the Demonstration-Observation-Assistance-Performance Method and the Traditional Teaching Method for Endotracheal Intubation Skill Acquisition on a Simulator in Medica... by Seni Potsangbam, Jonan Puni Kay, Md Nushrat

“…Conclusion: The DOAP and TT methods were equally effective for ETI skill acquisition and retention. …”
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Mate Choice in Western Mosquitofish (<i>Gambusia affinis</i>) in Response to Virtual Mates: A Method for the Investigation of Fish Mate Choice Using Maya 3D Simulation Technology by Bowen Feng, Liming Chen, Liangmin Huang, Jun Li, Kai Liu

“…Visual signals are crucial for animals to obtain information about their environment, and they play a significant role in mate choice. …”
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