Automatic Mushroom Species Classification Model for Foodborne Disease Prevention Based on Vision Transformer by Boyuan Wang

“…We visualized the high-dimensional outputs of the ViT-L/32 model to achieve the interpretability of ViT-L/32 using the t-distributed stochastic neighbor embedding (t-SNE) method. …”
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INTRODUCTION OF LASER TECHNOLOGY CONTROLLED THERMO-CRACKING IN RUSSIA by V. S. Kondratenko, A. S. Naumov, A. Yu. Rogov

“…The paper analyzes the advantages of LCT method in comparison with common now cutting way - scribing laser picosecond. …”
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Physics-Based Noise Modeling and Deep Learning for Denoising Permanently Shadowed Lunar Images by Haiyan Pan, Binbin Chen, Ruyan Zhou

“…The experimental results demonstrate that the proposed method can effectively recover topographic features obscured by noise, achieving the highest quantitative metrics and superior visual results.…”
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An overview of GabRat edge disruption and its new extensions for unbiased quantification of disruptive camouflaging patterns using randomization technique. by Masahiko Tanahashi, Min-Chen Lin, Chung-Ping Lin

“…Disruptive colorations are camouflaging patterns that use contrasting colorations to interrupt the continuity of object's edge and disturb the observer's visual recognition. The GabRat method has been introduced and widely used to quantify the strength of edge disruption. …”
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An efficient post-processing adaptive filtering technique to rectifying the flickering effects. by Anudeep Gandam, Jagroop Singh Sidhu, Sahil Verma, N Z Jhanjhi, Anand Nayyar, Mohamed Abouhawwash, Yunyoung Nam

“…This paper focuses on an efficient pre-and post-processing technique (PP-AFT) to address and rectify the problems of quantization error, ringing, blocking artifact, and flickering effect, which significantly degrade the visual quality of video frames. The PP-AFT method differentiates the blocked images or frames using activity function into different regions and developed adaptive filters as per the classified region. …”
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Automatic Tracking Control of Autonomous-rail Rapid Tram Based on Camera Vision, Inertial Measurement Unit and GPS Data by YUAN Xiwen, ZHANG Xinrui, HU Yunqing, GAO Xinpeng, HUANG Ruipeng

“…Using any single positioning method will cause the problem of low tracking availability. …”
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Medical image classification by incorporating clinical variables and learned features by Jiahui Liu, Xiaohao Cai, Mahesan Niranjan

“…Unlike most existing deep neural network models that only consider single-pixel information, our method captures a more comprehensive view. Our method contains two main steps and is effective in tackling the extra challenge raised by the scarcity of medical data. …”
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Determination of the Volume of Unboiled Arecanut Kernels using Image Processing by Salunke Ajit, Honnungar Sunilkumar, Vadivel Arunachalam

“…The research findings disclosed an average difference of 2.67% between volume estimations by image processing and the water displacement method. The paired t-test results revealed no significant difference (P >0.05) between the volumes obtained from the two methods. …”
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Intelligent Crack Detection and Quantification in the Concrete Bridge: A Deep Learning-Assisted Image Processing Approach by Licun Yu, Shuanhai He, Xiaosong Liu, Shuqing Jiang, Shuiying Xiang

“…Data augmentation technology is introduced to extend the limited dataset. In our proposed method, the bounding box for the crack is detected by YOLOv5. …”
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Comparative Antimicrobial Activity of Silver Nanoparticles Synthesized by Corynebacterium glutamicum and Plant Extracts by Mohammad et al.

“…As a result, in the present study Ag NPs were synthesized by two methods biosynthetic technique using supernatant of Corynebacterium glutamicum that isolated from soil and green synthesis method by using plant extracts of fresh green plants.Ag NPs which synthesized by two methods were investigated visually by monitoring the color shift of reaction mixture from pale yellow to brown color, UV-Visible spectrophotometer was used to measure maximum absorbance of synthesized Ag NPs. …”
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Characterization of the thermophysiological comfort of duvets in consideration of the bed cave by Bianca Wölfling, Edith Classen

“…Duvets with different filling materials (down and feathers, polyester, animal hair as well as new developments) were examined according the classical, thermophysiological evaluation method for sleep comfort. Furthermore, a new evaluation method for duvets with the sweating, thermal manikin Sherlock (Newton type, Thermetrics) was developed. …”
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Interpretability Study of Gradient Information in Individual Travel Prediction by Ziheng Su, Pengfei Zhang, Xiaohui Song, Yifan Li

“…To address the shortcomings of existing XAI methods in analyzing the dynamic features of historical travel sequences, this paper introduces an alternative interpretability method based on gradient information, overcoming the interpretability bottleneck of travel prediction models. …”
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The Quantification of Adulteration in Arabica Coffee using UV-Visible Spectroscopy in Combination with Two Different PLS Regressions by Diding Suhandy, Meinilwita Yulia

“…Ground coffee samples are most challenging to be discriminated each other and visual inspection by our eyes or even machine vision method becomes very difficult. …”
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Enhancing Secure Medical Data Communication Through Integration of LSB and DCT for Robust Analysis in Image Steganography by Ramyashree, P. S. Venugopala, S. Raghavendra, Vijay S. Kubihal

“…The Proposed work introduced an innovative Steganography approach for medical image data by embedding Audio files aiming to addresses this research gap. This method integrate audio data into medical images, specifically DICOM-standard images without compromising their visual integrity. …”
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Abnormal Regional Spontaneous Neural Activity in Nonarteritic Anterior Ischemic Optic Neuropathy: A Resting-State Functional MRI Study by Pengde Guo, Pengbo Zhao, Han Lv, Yan Su, Ming Liu, Yunxiang Chen, Yan Wang, Haiqin Hua, Shaohong Kang

“…We analyzed the relationship between ReHo values for different brain regions in patients with NAION and intraocular pressure, visual field analysis, and OCT. A receiver operating characteristic (ROC) curve was used to assess the diagnostic ability of the ReHo method. …”
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Experimental usage of a multicomponent film in treatment of wounds by A. Yu. Grigoryan, A. I. Bezhin, T. A. Pankrusheva, B. S. Sukovatykh, M. S. Chekmareva, L. V. Zhilyaeva

“…Purulent wound was modeled in the animals according to the method of P.I. Tolstykh. To evaluate the effectiveness of the treatment, the following methods were used: microbiological method (determination of areas of growth retardation and bacterial contamination in the wounds), Renier’s method (determination of local anesthetic activity), visual assessment of wounds, planimetric method (measurement of the wound area, percentage of area reduction and healing speed) and measurement of pH in the wounds. …”
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Optimal Multi-Objective Reconfiguration in distribution systems using the Novel Intelligent Water Drops approach by Hajar Bagheri Tolabi, Mohd Hasan Ali

“…This paper presents a new method for optimal multi-objective reconfiguration of distribution system based on the novel Intelligent Water Drops (IWD) algorithm in order to mitigation of losses, improving the voltage profile and equalizing the feeder load balancing. …”
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Vibration Failure of Young Low-Temperature Concrete Shaft Linings Caused by Blasting Excavation by Lidong Xie, Zhaoxing Dong, Yanjun Qi, Ruohua Qiu, Qiang He

“…The tensile stress of the first concrete mold calculated by the finite element method is approximately equal to the theoretical tensile stress, both of which are smaller than the dynamic tensile strength of concrete. …”
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Blood cross-matching using gel card technique compared to conventional tube technique: A diagnostic evaluation study by Aditi Pandey, Sonal Chandrakar, Roshan Lal, Kajal Chandrakar

“…Thus, even though CTT with AHG was equally effective as that of the gel card method, but time taken was significantly more (P < 0.05). …”
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How, What, and Where You Sample Environmental DNA Affects Diversity Estimates and Species Detection by Anish Kirtane, Leif Howard, Caitlin E. Beaver, Margaret E. Hunter, Gordon Luikart, Kristy Deiner

“…In comparison, the beta diversity of plant eDNA was less impacted by the sampling method. We found no clear difference in detection for the invasive species targets based on the eDNA sampling method. …”
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