Deep Learning Based on Facial Expression Recognition from Images to Videos by Deng Rui

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Advances in Nanoscale Study of Organomineral Complexes of Termite Mounds and Associated Soils: A Systematic Review by Peter N. Eze, Atlasaone Kokwe, Juliet U. Eze

“…In this review, we highlight the ecological and environmental significance of termite mounds and the documented techniques that have been successfully used to study nanostructure of termite mounds, namely, midinfrared spectroscopy (MIRS), photogrammetry and cross-sectional image analysis, a combination of transmission electron microscopy (TEM) and pyrolysis field ionization mass spectrometry (Py-FIMS), scanning transmission X-ray microscopy (STXM) using synchrotron radiation in conjunction with near-edge X-ray absorption fine structure (NEXAFS) spectroscopy, and high-resolution magic angle spinning nuclear magnetic resonance (HR-MAS NMR) for further appraisals. …”
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Random Strip Peeling: A novel lightweight image encryption for IoT devices based on colour planes permutation by Kenan İnce, Cemile İnce, Davut Hanbay

“…The proposed encryption scheme achieved average metric values of 99.6056 for NPCR, 33.4397 for UACI, and 7.9914 for information entropy in the SIPI image dataset. It also exhibits a time complexity of O(2×M×N) for an image of size M×N.…”
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Algorithm for Image Retrieval Based on Edge Gradient Orientation Statistical Code by Jiexian Zeng, Yonggang Zhao, Weiye Li, Xiang Fu

“…Image edge gradient direction not only contains important information of the shape, but also has a simple, lower complexity characteristic. …”
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Intelligent cell images segmentation system: based on SDN and moving transformer by Jia Wu, Yao Pan, Qing Ye, Jing Zhou, Fangfang Gou

“…The UPerMVit model’s novel attention mechanisms and modular architecture provide higher accuracy and lower computational complexity than traditional methods. The proposed system effectively reduces image noise and accurately segments annotated images, highlighting cellular structures relevant to medical staff. …”
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A New Hyperspectral Image Identification Method Based on LSDA and OSELM by Chengjiang Zhou, Mingli Yang, Sasa Duan, Lu Shao, Zhilin Zhang, Yunfei Liu

“…To solve the problems of information loss and nonlinear transformation of hyperspectral image dimensionality reduction methods and the problem that recognition methods are sensitive to noise and cannot be trained online, a new hyperspectral image identification method based on locality sensitive discriminant analysis (LSDA) and online sequential extreme learning machine (OSELM) is proposed. …”
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Secure Medical Image Sharing: Technologies, Watermarking Insights, and Open Issues by Sawsan D. Mahmood, Fadoua Drira, Hussain Falih Mahdi, Adel M. Alimi

“…While traditional techniques known as white boxes are simple and interpretable, deep learning models are considered black boxes, offering greater robustness and adaptability. This analysis emphasizes the need to integrate modern technology to address the growing complexity of threats, while preserving the diagnostic integrity of medical images. …”
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AFM observation of protein translocation mediated by one unit of SecYEG-SecA complex by Yui Kanaoka, Takaharu Mori, Wataru Nagaike, Seira Itaya, Yuto Nonaka, Hidetaka Kohga, Takamitsu Haruyama, Yasunori Sugano, Ryoji Miyazaki, Muneyoshi Ichikawa, Takayuki Uchihashi, Tomoya Tsukazaki

“…Additionally, the uniform unidirectional distribution of nanodiscs on a mica substrate enables the HS-AFM image data analysis, revealing dynamic structural changes in the polypeptide-crosslinking domain of SecA between wide-open and closed states depending on nucleotides. …”
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Three-Dimensional Analysis of Vocal Fold Oscillations: Correlating Superior and Medial Surface Dynamics Using Ex Vivo Human Hemilarynges by Reinhard Veltrup, Susanne Angerer, Elena Gessner, Friederike Matheis, Emily Sümmerer, Jann-Ole Henningson, Michael Döllinger, Marion Semmler

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Benchmarking the Non-Paraxial Beam Propagation Method for Deep-Tissue Microscopy by Praveen Kalarickel Ramakrishnan, Qi Hu, Peter R. T. Munro

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Boundary complexity of cortical and subcortical areas predicts deep brain stimulation outcomes in Parkinson’s disease by Devin Schoen, Skyler Deutsch, Juhi Mehta, Sarah Wang, John Kornak, Philip A. Starr, Doris D. Wang, Jill L. Ostrem, Ian O. Bledsoe, Melanie A. Morrison

“…The work also highlights FD as a potentially useful imaging biomarker to enhance DBS candidate selection criteria for optimized treatment planning.…”
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Finite time pinning function projective synchronization control of complex networks with time-varying delay by Wen-tao Rong, Qiang Wei

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Fluorinated ligand enhanced luminescent europium (III) noble complexes for potential application in biomedical field by Md. Jahidul Islam, Saiful Islam, Md. Hafizul Islam

“…Powder XRD indicated an amorphous structure, while elemental analysis verified the complex's composition. TGA analysis revealed thermal stability up to 250°C, followed by significant degradation at higher temperatures. …”
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Exploring the nexus between exports’ economic complexity and institutional quality: insights from Italian provinces by Dario D’Ingiullo, Iacopo Odoardi, Davide Quaglione, Claudio Di Berardino

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Applying Polarimetric Target Decomposition to 2D Turntable ISAR Imagery of a Complex Vehicle by Sevket Demirci

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Damage Localization of Piles Based on Complex Continuous Wavelet Transform: Numerical Example and Experimental Verification by Wenting Zheng, Sifan Wang, Chengxu Lin, Xianying Yu, Jingliang Liu

“…A new signal processing method called complex continuous wavelet transform (CCWT) is introduced in this paper to localize pile damage because it clearly reveals inherent characteristics of response signals. …”
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High-throughput micro-scale bandgap mapping for perovskite-inspired materials with complex composition space by Fang Sheng, Kangyu Ji, Linjie Dai, Alexander E. Siemenn, Eunice Aissi, Hamide Kavak, Basita Das, Tianran Liu, Shijing Sun, Tonio Buonassisi

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A complex roadside object detection model based on multi-scale feature pyramid network by Zhihao Zheng, Jianguang Zhao, Jingjing Fan, Ruirui Bai, Jiana Zhao, Jianan Liu

“…Abstract In response to the challenges of false positives and misses caused by dense occlusions and small targets in complex road environments, this paper proposes an enhanced YOLOv8-based network named YOLO-RC for advanced road traffic object detection. …”
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The Clinical Significance and Potential of Complex Diagnosis for a Large Scar Area Following Myocardial Infarction by Valentin Oleynikov, Lyudmila Salyamova, Nikolay Alimov, Natalia Donetskaya, Irina Avdeeva, Elena Averyanova

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Balancing Complexity and Performance of Machine Learning Models for Avian Pests Sound Detection in Agricultural Environments by Micheline Kazeneza, Anna Sergeevna Bosman, Destiny Kwabla Amenyedzi, Damien Hanyurwimfura, Emmanuel Ndashimye, Anthony Vodacek

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