Relationship-Based Ambient Detection for Concrete Pouring Verification: Improving Detection Accuracy in Complex Construction Environments by Seungwon Yang, Hyunsoo Kim

“…This study proposes an Ambient Detection-based Monitoring Framework that enhances object detection by incorporating contextual relationships between objects in complex construction environments. The framework employs the You Only Look Once version 11 (YOLOv11) algorithm, addressing issues of boundary ambiguity and misrecognition through relational analysis. …”
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Simulation Study on the Spatiotemporal Difference of Complex Neurodynamics between P3a and P3b by Xin Wei, Xiaoli Ni, Junye Liu, Haiyang Lang, Rui Zhao, Tian Dai, Wei Qin, Wei Jia, Peng Fang

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EF yolov8s: A Human–Computer Collaborative Sugarcane Disease Detection Model in Complex Environment by Jihong Sun, Zhaowen Li, Fusheng Li, Yingming Shen, Ye Qian, Tong Li

“…This paper proposes a human–machine collaborative sugarcane disease detection method in complex environments. Initially, data on five common sugarcane diseases—brown stripe, rust, ring spot, brown spot, and red rot—as well as two nutrient deficiency conditions—sulfur deficiency and phosphorus deficiency—were collected, totaling 11,364 images and 10 high-definition videos captured by a 4K drone. …”
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Application of borehole images in the characterization of volcanic paleoenvironments with implications for the exploration of hydrocarbons in Brazilian basins by S A FORNERO, J M MILLETT, C M DE JESUS, E F DE LIMA, G M MARINS, N F PEREIRA, L A BEVILAQUA

“…Conventional borehole image log interpretation of linear fractures on volcanic rocks, represented as sinusoids on unwrapped cylinder projections, is relatively straight-forward, however, interpreting non-linear rock structures and complex facies geometries can be more challenging. …”
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Imputation models and error analysis for phase contrast MR cerebral blood flow measurements in heterogeneous pediatric and adult populations by Eamon K. Doyle, Eamon K. Doyle, Isabel Torres, Isabel Torres, Joseph Liu, Abhishek Karnwal, Sudarshan Ranganathan, Sudarshan Ranganathan, Bradley J. De Souza, Payal Shah, Bradley S. Peterson, John C. Wood, John C. Wood, Matthew Thomas Borzage, Matthew Thomas Borzage, Matthew Thomas Borzage, Matthew Thomas Borzage

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Characterization of Dolomite Reservoir Pore‐Throat Structure Based on Cast Thin Section Image Analysis and Fractal Theory: A Case Study of Middle Jurassic Dolomite in the Southern... by Zhonglin Wang, Jiashan Lin, Shengfu Wen, Youli Wan, Yuan Xie

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FORMATION OF A POSITIVE IMAGE OF THE FUTURE TEACHER OF HIGHER SCHOOL AS A COMPONENT OF THEIR PROFESSIONAL TRAINING by Tamara Poyasok, Olena Bespartochna

“…Examples of implementation of selected stages are given that envisage the introduction at the first stage: active forms and methods of teaching, different types of lectures, seminarsconferences, trainings, discussions, group solutions of creative problems, cases, game technologies; at the second stage: enrichment of the content of disciplines of the humanities cycle with special topics on image problems, application of innovative teaching methods; at the third stage: conducting a special seminar «Professional image of the teacher», the use of conversations, discussions, art techniques, image techniques, mini-conferences, analysis of literary sources, individual research tasks; at the final stag: selfpresentation, compiling your psychological characteristics of the program of self-development, keeping a diary of professional image formation, writing a self-report…”
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Implication of Bimodal Magnetic Resonance and Fluorescence Imaging Probes in Advanced Healthcare: Enhancing Disease Diagnosis and Targeted Therapy by Gong T, Ullah Z, Roy S, Cheng C, Li M, Cheng J, Zhang Y, Guo B, Qiu Y

“…Conditions such as cancer, cardiovascular disorders, and neurodegenerative diseases critically require multimodal imaging to characterize complex biological environments accurately. …”
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Application of a Dual-Stream Network Collaboratively Based on Wavelet and Spatial-Channel Convolution in the Inpainting of Blank Strips in Marine Electrical Imaging Logging Images:... by Guilan Lin, Sinan Fang, Manxin Li, Hongtao Wu, Chenxi Xue, Zeyu Zhang

“…It provides an intelligent inpainting tool with geological interpretability for the electrical imaging logging interpretation of complex reservoirs, and has important engineering value for improving the efficiency of oil and gas exploration and development.…”
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Transformer-based multiple instance learning network with 2D positional encoding for histopathology image classification by Bin Yang, Lei Ding, Jianqiang Li, Yong Li, Guangzhi Qu, Jingyi Wang, Qiang Wang, Bo Liu

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Normativité des modèles et régimes du futur by Fabrizio Li Vigni

“…The article contributes thus to deconstruct the unitary image of complexity sciences, which some of its representatives and observers contribute to entertain, and offers a possible application of the concept of “anticipation community”, discussed and adapted here to the study object of this article.…”
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Neutron resonance absorption imaging fully utilizing neutron energies from 1 eV to 100 keV by Yusuke Tsuchikawa, Tetsuya Kai, Joseph D. Parker, Yoshihiro Matsumoto, Takenao Shinohara

“…Abstract A neutron resonance absorption imaging technique to visualize two-dimensional distributions with element discrimination has been developed at the Materials and Life Science Experimental Facility of the Japan Proton Accelerator Research Complex. …”
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Non-linear viscoelastic and micromorphological properties of SBS-modified asphalt binder by Xiaoxu Zhu, Miomir Miljković, Ruiming Li, Gengren Hao, Xingyu Chen, Yuhong Wang

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A Novel Approach to Classify Brain Tumor with an Effective Transfer Learning based Deep Learning Model by Hafiz Muhammad Tayyab Khushi, Tehreem Masood, Arfan Jaffar, Sheeraz Akram

“…However, magnetic resonance imaging (MRI) is utilized for tumor analysis, but the enormous number of pictures produced by MRI makes it time-consuming and difficult to diagnose a patient just because of its complex nature, putting their life at risk. …”
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Urban Architectural Color Evaluation: A Cognitive Framework Combining Machine Learning and Human Perception by Xu Li, Jianan Qin, Yixiang Long

“…By acquiring and recognizing numerous street-view images of the Changsha Central District, we quantitatively examined the hue, saturation, value, color complexity index and color harmony index of urban architectural colors and investigated the complex relationships between human perception and architectural colors through large-scale participant ratings and correlation analyses. …”
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Non-local diffusion-based biomarkers in patients with cocaine use disorder by Alfonso Estudillo-Romero, Raffaella Migliaccio, Bénédicte Batrancourt, Pierre Jannin, John S.H. Baxter

“…This implies that more complex neuroimage analysis tools may be necessary to better detect specific biomarkers that vary across these dimensions. …”
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From predictive analytics to emotional recognition–The evolving landscape of cognitive computing in animal welfare by Suresh Neethirajan

“…The significance of acoustic vocalization analysis in interpreting complex communicative signals and emotional subtleties is highlighted. …”
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Deep(er) reconstruction of imaging Cherenkov detectors with swin transformers and normalizing flow models by C Fanelli, J Giroux, J Stevens

“…Fast reconstruction algorithms are essential for near real-time alignment, calibration, data quality control, and efficient analysis. At the future electron–ion collider (EIC), the ePIC detector will feature a dual Ring Imaging Cherenkov (RICH) detector in the hadron direction, a Detector of Internally Reflected Cherenkov (DIRC) in the barrel, and a proximity focus RICH in the electron direction. …”
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Weak Edge Detection Algorithm for Medical Images Based on Full Convolution Neural Network by LI Xiao-feng, LI Dong, WANG Yan-wei

“…Firstly，Mean-shift is used to filter the complex medical image，and the gray pixel of the filtered image is enhanced． …”
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A combinatory approach of non-chain ring and henon map for image encryption application by Salman Mohi Ud Din, Tariq Shah, Fahad Alblehai, Sameer Nooh, Sajjad Shaukat Jamal

“…To address this issue, a complex non-chain ring with combination of Henon map based algorithm is presented. …”
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