AI-based Personalization of Social Media Thumbnails Using the Stacked ID Embedding Method by Meivi Kartikasari, Hashfi Andira Putra, Mukhlis Amien

“…To address this issue, scientists developed a text-based image generation model, PotionPix, that allows users to generate thumbnails on the fly based on text prompts and relevant images via a "Stacked ID Embedding" method. This method combines multiple identity embeddings—e.g., user interests, platform context, and content genre—into one vector representation to guide the AI to create more personalized and contextually appealing thumbnails. …”
Get full text

A prediction method for radiation proctitis based on SAM-Med2D model by Ning Zhang, Haifeng Ling, Wenyu Zhang, Mei Zhang

“…Experimental results demonstrate that our method effectively extracts CT imaging features and exhibits excellent performance in diagnosis radiation proctitis. …”
Get full text

State-of-the-Art Detection and Diagnosis Methods for Rolling Bearing Defects: A Comprehensive Review by Bojun Sun, Zixin Sheng, Peng Song, Huilin Sun, Fei Wang, Xiaogang Sun, Junyan Liu

“…It discusses methods based on vibration analysis, acoustic methods, current-based methods, electromagnetic methods, infrared methods, radiographic methods, visual methods, and intelligent detection methods. …”
Get full text

Monitoring method for borehole images of changes in overlying rock structure during coal mining by Wang Jinchao, Zou Junpeng, Wang Chao, Han Zengqiang, Li Xiaobin, Chen Ming

“…Abstract The migration of overlying rock layers caused by underground coal seam mining is the root cause of all mining pressure manifestations in the mining area. In order to visually record the changes in the overlying rock structure during coal seam mining, this paper proposes a borehole image monitoring method suitable for monitoring the changes in the overlying rock structure during coal seam mining. …”
Get full text

Precise Feature Removal Method Based on Semantic and Geometric Dual Masks in Dynamic SLAM by Zhanrong Li, Chao Jiang, Yu Sun, Haosheng Su, Longning He

“…In visual Simultaneous Localization and Mapping (SLAM) systems, dynamic elements in the environment pose significant challenges that complicate reliable feature matching and accurate pose estimation. …”
Get full text

A Dehazing Method for UAV Remote Sensing Based on Global and Local Feature Collaboration by Chenyang Li, Suiping Zhou, Ting Wu, Jiaqi Shi, Feng Guo

“…Additionally, a Cross-channel Feature Fusion (CFF) module is incorporated in the decoder stage to effectively merge global and local features through a channel-wise attention mechanism, generating dehazed outputs that are both structurally coherent and visually natural. Extensive experiments on synthetic and real-world datasets demonstrate that UAVD-Net consistently outperforms existing state-of-the-art dehazing methods.…”
Get full text

Numerical optimization by the PFEMCT-SIF method of the crack propagation of a linear elastic material by Mohammed Bentahar, Noureddine Mahmoudi, Youcef Moulai Arbi

“…It also compares the maximum circumferential stress criterion (MCSC) and the Richard criterion for crack propagation prediction. Methods: A finite element code written in Visual Fortran was developed to model crack tips with 3, 5, 10, 15 and 20 contours using 4-node quadratic CPE4 elements. …”
Get full text

GT-SRR: A Structured Method for Social Relation Recognition with GGNN-Based Transformer by Dejiao Huang, Menglei Xia, Ruyi Chang, Xiaohan Kong, Shuai Guo

“…Social relationship recognition (SRR) holds significant value in fields such as behavior analysis and intelligent social systems. However, existing methods primarily focus on modeling individual visual traits, interaction patterns, and scene-level contextual cues, often failing to capture the complex dependencies among these features and the hierarchical structure of social groups, which are crucial for effective reasoning. …”
Get full text

Capturing the songs of mice with an improved detection and classification method for ultrasonic vocalizations (BootSnap). by Reyhaneh Abbasi, Peter Balazs, Maria Adelaide Marconi, Doris Nicolakis, Sarah M Zala, Dustin J Penn

“…We also compared these methods to human visual or 'manual' classification (ground truth) after assessing its reliability. …”
Get full text

Machine vision-based testing action recognition method for robotic testing of mobile application by Tao Zhang, Zhengqi Su, Jing Cheng, Feng Xue, Shengyu Liu

“…Combined with the improved YOLOv5 algorithm and the ResNet-152 algorithm, a visual modeling method of mobile application test action based on machine vision is proposed. …”
Get full text

Data and methods for assessing urban green infrastructure using GIS: A systematic review. by Xiaomian Wu, Jianquan Liu, Yukun Hou

“…A comprehensive review of this field clarifies the research methods, application scope, trends, and challenges associated with using GIS to advance UGI development. …”
Get full text

Surface roughness, plaque accumulation, and cytotoxicity of provisional restorative materials fabricated by different methods. by Rashin Giti, Shima Dabiri, Mohammad Motamedifar, Reza Derafshi

“…Fabricating method may affect the surface properties and biological characteristics of provisional restorations. …”
Get full text

A comparative analysis of patient satisfaction with various methods of digital smile design and simulation by Mahsa Babaei, Mehrdad Kazemian, Mehrdad Barekatain

“…Background: Digital smile design (DSD) is a technique that utilizes the scientific methods and advanced software to design patients’ smiles, presenting the visualized smile map directly to the patient. …”
Get full text

An Efficient Analytical Method for Determining the Effects of Silver Nanoparticles on Vibrio parahaemolyticus in Estuarine Water by Xiangyi HOU, Xiaoyang WANG, Yuanyuan ZHANG, Ruohan LIANG, Feng LU, Qianqian YANG, Xiaodan PU, Yan ZHANG, Keming QU, Xuzhi ZHANG

“…In addition, the MIC values obtained by using the EMGA method are often higher than or equal to the results obtained by using the BMD and plate counting methods, due to the higher sensitivity of automated instruments compared to visual observation. …”
Get full text

Investigation of Fractional Order Tumor Cell Concentration Equation Using Finite Difference Method by Kalyanrao Takale, Uttam Kharde, Shrikisan Gaikwad

“…To numerically solve the mathematical model, the Crank-Nicolson finite difference method has been developed. This method is selected for its remarkable attributes, including unconditional stability and second-order accuracy in both spatial and temporal dimensions. …”
Get full text

STAR-YOLO: A High-Accuracy and Ultra-Lightweight Method for Brain Tumor Detection by Liyan Sun, Linxuan Zheng, Zhiguo Xiao, Yi Xin, Linqing Jiang

Get full text

Method to analyse and quantify the propensity of hair dyes to desorb from human hair fibre by Kristina Hetherington, Alenka Tidder, Bethany J. Tack, Meryem Benohoud, Dan Nowlan, Anwar Zahar, Xiaoguang Li, Darcy Prater, Jeanna C. Zguris, Tanu Tokle, Christopher M. Rayner, Richard S. Blackburn

“…Significance and novelty: For the first time, an analytical method is provided that can directly relate dye molecule desorption from hair with visual colour loss quantified by spectrophotometry. …”
Get full text

Semi-Analytical Solutions for Time-Fractional Fisher Equations via New Iterative Method by Shivaji Ashok Tarate Tarate, A. P. Bhadane, S.B. Gaikwad, K.A. Kshirsagar

“…It excels at solving difficult mathematical puzzles and offers insightful information about the behaviour of time-fractional Fisher equations. The method, which makes use of Caputo's sense derivatives and Wolfram in Mathematica, is reliable, simple to use, and gives a visual depiction of the solution. …”
Get full text

Improved YOLOv8s-based foreign object detection method for mine conveyor belts by LI Runze, GUO Xingge, YANG Fazhan, ZHAO Peipei, XIE Guolong

“…In low-illumination mine environments, conveyor belt foreign object detection algorithms suffer from insufficient extraction of global image features and an excessive number of model parameters. A method for detecting foreign objects on mine conveyor belts based on an improved version of YOLOv8s was proposed. …”
Get full text

Comparative analysis of the results and complications of two methods of the open wedge high tibial osteotomy by V. E. Bialik, S. A. Makarov, L. I. Alekseeva, E. I. Bialik, V. A. Nesterenko, M. R. Nurmukhametov

“…Objective – to compare the results and complications of open wedge high tibial osteotomy (OWHTO) in patients operated on according to the standard technique and using the developed method of performing the operation using the original fixator.Materials and methods. 73 patients with primary and secondary OA of the knee I–III stages were recruited into the study, which were divided into 2 groups. …”
Get full text