Complex Emotion Estimation Using Analysis-by-Synthesis of Facial Expression Images by Win Shwe Sin Khine, Prarinya Siritanawan, Kazunori Kotani

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Enhanced Multilinear PCA for Efficient Image Analysis and Dimensionality Reduction: Unlocking the Potential of Complex Image Data by Tianyu Sun, Lang He, Xi Fang, Liang Xie

“…This paper presents an Enhanced Multilinear Principal Component Analysis (EMPCA) algorithm, an improved variant of the traditional Multilinear Principal Component Analysis (MPCA) tailored for efficient dimensionality reduction in high-dimensional data, particularly in image analysis tasks. …”
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Deep Learning-Based Layout Analysis Method for Complex Layout Image Elements by Yunfei Zhong, Yumei Pu, Xiaoxuan Li, Wenxuan Zhou, Hongjian He, Yuyang Chen, Lang Zhong, Danfei Liu

“…To address this problem, this paper proposes a method for analyzing the layout of complex layout image elements based on the improved DeepLabv3++ model. …”
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Methods for Complexing Images Formed by Multi-Band Synthetic Aperture Radars by A. A. Potapov, V. A. Kuznetsov, E. A. Alikulov

Subjects: “…systems analysis…”
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Computing Hypercrossed Complex Pairings in Digital Images by Simge Öztunç, Ali Mutlu, Necdet Bildik

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Deep learning-driven automated mitochondrial segmentation for analysis of complex transmission electron microscopy images by Chan Jang, Hojun Lee, Jaejun Yoo, Haejin Yoon

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PROPERTIES OF NETWORKS BUILT ON DIGITAL IMAGES by Oleh Kushnir, Oleksiy Kravchuk, Volodymyr Franiv

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Multifunctional Thermal Imaging Complex for Medical Diagnostics by N. N. Potrakhov, S. A. Rostachev, E. E. Ladozhskaya-Gapeenko, K. K. Guk

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New Technologies and Specialist Competencies in the Complex Study of Digital Images of a Person’s Appearance by V. A. Gazizov, I. N. Podvolotskiy

“…They have also studied the particularities of specialists’ interaction in the field of digital image analysis. The need to supplement the methodology with biometric and intelligent technologies is specifically noted. …”
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Dude, everyone wants pattern analysis tools (DEWPAT): Tools for measuring visual pattern complexity from digital images by Jillian A. Sanderson, Tristan Aumentado‐Armstrong, Charles‐Olivier Dufresne‐Camaro, D. Luke Mahler

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Natural Language Processing and Complex Network based Tourism Social Big Data Analysis by Yin Lijie

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Hybrid method for automatic initialization and segmentation of ventricular on large-scale cardiovascular magnetic resonance images by Ning Pan, Zhi Li, Cailu Xu, Junfeng Gao, Huaifei Hu

Subjects: “…Cardiac image analysis…”
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Despeckle Filtering for Multiscale Amplitude-Modulation Frequency-Modulation (AM-FM) Texture Analysis of Ultrasound Images of the Intima-Media Complex by C. P. Loizou, V. Murray, M. S. Pattichis, M. Pantziaris, A. N. Nicolaides, C. S. Pattichis

“…Clearly though texture analysis of ultrasound images can be greatly affected by speckle noise, our goal here is to develop effective despeckle noise methods that can recover image texture associated with increased rates of atherosclerosis disease. …”
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DEFINITION AND ANALYSIS OF MOTION ACTIVITY AFTER-STROKE PATIENT FROM THE VIDEO STREAM by M. Yu. Katayev, N. G. Katayeva, S. G. Katayev, M. O. Abramov, V. A. Chistyakova

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Age and gender-related changes in choroidal thickness: Insights from deep learning analysis of swept-source OCT images by Dan Song, Guanzheng Wang, Guangfeng Liu, Chengxia Zhang, Bin Lv, Yuan Ni, Guotong Xie

“…Objective: This study aims to investigate age- and gender-related changes in CT and its components through deep learning analysis of swept-source optical coherence tomography (SS-OCT) images. …”
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Implementation of Eye-Tracking Technology in the Domestic Tourism Marketing Complex by Olena Sushchenko, Kateryna Kasenkova, Nataliia Pohuda, Mariana Petrova

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Complex interplay between gene deletions and the environment uncovers cellular roles for genes of unknown function in Escherichia coli by Kaat Sondervorst, Kristina Nesporova, Matthew Herdman, Bart Steemans, Joëlle Rosseels, Sander K. Govers

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Recurrence Metrics for Assessing Eye Movements in Perceptual Experiments by Susan Farnand, Preethi Vaidyanathan, Jeff B. Pelz

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Wavelet Analysis-Based Texture Analysis of Ceramic Surface Images by Yanbing Liu, Bei Zhou, Xinghua Yang

“…The fractal method can characterize the complexity of the surface profile as a whole. The wavelet method can describe the ceramic surface profile from a local perspective, and the combination of the two methods can characterize the ceramic surface well. …”
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Optimization of VA-DLLME methodology for the determination of beta-cyfluthrin in blood and urine sample of human by TLC-image analysis: Validated by AGREE and complex GAPI tools by Sakshi Pandey, Mahak Malviya, Lalit P. Chandravanshi

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