The Impact of a Deep Learning Self-Adaptive Colour Restoration Pipeline for Deep Underwater Images in 3D Reconstruction by M. Vlachos, D. Skarlatos, S. Demesticha

“…This study aims to evaluate the effectiveness of a Feedforward Neural Network-based colour correction method designed to enhance underwater image quality, thereby improving feature matching and subsequent 3D reconstruction processes. …”
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A Comparative Study of Metalepsis in the Novel and Film "The Book Thief" Based on the Model of Julian Hanebeck by Fatemeh Ahmadi, payam Zinalabedini

“…The research method is qualitative with a narrative research approach. …”
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Underwater Image Enhancement Using a Diffusion Model with Adversarial Learning by Xueyan Ding, Xiyu Chen, Yixin Sui, Yafei Wang, Jianxin Zhang

“…The results indicate that our method outperforms several mainstream approaches in terms of both visual quality and quantitative metrics, showcasing its effectiveness in enhancing underwater images.…”
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Research on the homeostatic regulation of ecological fish tanks in human environment by Li Leijing, Li Fei, Li Ye, He Xingxin, Shen Han, Chen Fei, Wang Yongtao

“…In order to investigate the ecological homeostatic regulation of fish tanks under the combination of traditional fish culture and modern filtration systems, this study took a 35cm indoor ecological tank as the research object, conducted a 60-day comparative experiment (the first 30 days of traditional fish culture, and the second 30 days of the introduction of physical-biological filtration), and used the visual indicators such as water sensory, biological survival, and feeding efficiency of the grass carp as the evaluation criteria, and obtained the following conclusions: (1) The traditional method of fish culture is prone to water quality fluctuations in the early stage, and has high requirements for the density of organisms in the tank. (2) The use of filtration system is beneficial to stabilize the water quality and transparency, and enhance the feeding efficiency of the fish, but in the early stage of use, there will be the problem of releasing sedimentary material from the substrate disturbance. (3) The indoor eco-tank needs to balance the natural ecology and artificial regulation. …”
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Revolutionizing prostate cancer diagnosis: Unleashing the potential of an optimized deep belief network for accurate Gleason grading in histological images by S. Angel Latha Mary, S. Siva Subramanian, G. Priyanka, T. Vijayakumar, Suganthi Alagumalai

“…However, evaluating these sorts of images is difficult and time-consuming, requiring histopathological image recognition as the most reliable method for treating PC because of its distinct visual characteristics. …”
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IDENTIFICATION OF ELEMENTAL AND ISOTOPIC ZONING AND SECTORIALITY OF LARGE CRYSTALS OF MINERALS USING NEUTRON RADIOGRAPHY by V.I. Popova

“…Some crystals with visible zoning show the higher amount of zones and sectorial composition. The method allows identification of heterogeneous structure and composition of the large crystals of minerals (up to 1-15 cm in size) and may be applied in science and industry.…”
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Effects of subliminal emotional facial expressions on language comprehension as revealed by event-related brain potentials by Miguel Rubianes, Laura Jiménez-Ortega, Francisco Muñoz, Linda Drijvers, Tatiana Almeida-Rivera, José Sánchez-García, Sabela Fondevila, Pilar Casado, Manuel Martín-Loeches

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Coaching as a tool for unlocking learning potential by Ieva Brazauskaitė-Zubavičienė, Asta Pukienė, Claudia Saccone

“… In contemporary European educational contexts, equal access to education and learning opportunities have become one of the main issues. …”
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Long-time spectra of radio broadcast programme signals by Denes HUSZTY

“…Long-time spectra of signals of different radio broadcast programmes have been measured using the method of sample superposition (superposing signals of statistically independent sections of programme signals, recorded on tape, interpreted by ensembles with instruments of similar character). …”
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« Boucé, mon paysage » by Louise Sagot

“…The French republican system favors equal educational standards throughout the country when teaching geography, under the pretext of equal treatment of all. …”
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Prevalence, satisfaction and preference of tooth shades and their correlation with age, gender and skin shade: A cross sectional study [version 2; peer review: 1 approved, 2 approv... by Vignesh Kamath, Ann Sales, Sandipan Mukherjee, Puneeth Hegde, Sharon Saldanha, Mahesh M, Umesh Pai, Shobha Rodrigues, Thilak Shetty, Alisha Ono, Srikant Natarajan, Tanay Chawda, Prashanth Bajantri

“…Methods A total of 120 participants, 60 males and 60 females, categorized into four age (n=15): groups 20-30, 30-40, 40-50, & 50-60 yrs were recruited randomly and evaluated visually using the VITA 3D Master in the study. …”
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Teachers’ barriers in implementing the revised curriculum for deaf learners: The case of two special schools in Northern Namibia by Isidor Haufiku, Hilya Tulipomwene Shuulinawa Nghitoolwa, James Abah

“…Participants were selected using the total population sampling method and data were collected using a questionnaire and focus group discussion. …”
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Unsupervised Domain Adaptation for SAR Ship Detection Based on Multitask Decoupling by Yirong Yang, Xi Yang, Dong Yang

“…Facing the challenge, we propose an unsupervised domain adaptation method for SAR ship detection based on multitask decoupling, which leverages data annotated with optical images instead of SAR annotations. …”
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Sensitive and specific peak detection for SELDI-TOF mass spectrometry using a wavelet/neural-network based approach. by Vincent A Emanuele, Gitika Panicker, Brian M Gurbaxani, Jin-Mann S Lin, Elizabeth R Unger

“…The method shows promise in addressing the ongoing SELDI reproducibility issues.…”
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Three-Dimensional Weld Pool Monitoring and Penetration State Recognition for Variable-Gap Keyhole Tungsten Inert Gas Welding Based on Stereo Vision by Zishun Wang, Yonghua Shi, Yanxin Cui, Wenqian Yan

“…Compared to arc voltage sensing and acoustic signal sensing, visual sensing is a method capable of obtaining the three-dimensional geometric features of the weld pool. …”
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Numerical statistical analysis on self-organizing behavior of microfracturing events in rock failure by Houquan Zhang, Hao Shi, Yu Wu, Hai Pu

“…Through the analysis of the frequency and size of damaged element groups by rescaled range analysis method, the time series of microfracturing events exhibits the self-similar scale-invariant properties. …”
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Interpretable Dual-Channel Convolutional Neural Networks for Lithology Identification Based on Multisource Remote Sensing Data by Sijian Wu, Yue Liu

“…SHAP, as an interpretable method, was subsequently used to visualize the value and tendency of feature contribution. …”
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Interpretable capsule networks via self attention routing on spatially invariant feature surfaces by Peizhang Li, Jiyuan Ru, Qing Fei, Zhen Chen, Bo Wang

“…Furthermore, comparative analyses with existing visual interpretability method underscore the enhanced interpretability of SISA-CapsNet.…”
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Radiological Coronavirus Disease 2019 Findings in Chest Imaging Techniques: An Update of Current Evidence by Abdulrahman Mohammed Hakami, Mohammed Hassan Altubayqi, Tahani Hassan Altubayqi, Eman Adel Refaei, Maram Abdullah Sayegh, Alyaj A. Hakami, Matrah Ghazwani, Ahmed I. Sayed, Luai Alhazmi, Faisal Hassan Tobeigei

“…Moreover, according to recent studies, chest magnetic resonance imaging is a viable alternative to chest CT in visualizing typical features. In addition, positron emission tomography imaging has been used in a few investigations; however, due to its low sensitivity for diagnosing COVID-19 infection, it is not regarded as a first-line investigative method.…”
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Reconstructing higher-resolution four-dimensional time-varying volumetric data by Ji Ma, Jinjin Chen

“…The experimental results show that our method outperforms the compared state-of-the-art techniques.…”
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