Improving Medical Image Quality Using a Super-Resolution Technique with Attention Mechanism by Dong Yun Lee, Jang Yeop Kim, Soo Young Cho

“…Image quality plays a critical role in medical image analysis, significantly impacting diagnostic outcomes. …”
Get full text

Comprehensive dataset from high resolution UAV land cover mapping of diverse natural environments in Serbia by Bojana Ivošević, Nina Pajević, Sanja Brdar, Rana Waqar, Maryam Khan, João Valente

“…Our method compares the efficacy and accuracy of object-based image analysis (OBIA) combined with random forest and convolutional neural networks (CNN) for land cover classification. …”
Get full text

Heavy and Lightweight Deep Learning Models for Semantic Segmentation: A Survey by Cristina Carunta, Alina Carunta, Calin-Adrian Popa

“…Semantic segmentation is an important computer vision task due to its numerous real-world applications such as autonomous driving, video surveillance, medical image analysis, robotics, augmented reality, among others, and its popularity increased with the development of deep learning approaches. …”
Get full text

Resistance of Synthetic and Biologic Surgical Meshes to Methicillin-Resistant Staphylococcus aureus Biofilm: An In Vitro Investigation by Ethan Kallick, Laura Nistico, Mark Longwell, Barbara Byers, Frank Cartieri, Rachael Kreft, Howard Edington

“…This research compares biofilm biomass, average thickness, and coverage between the three meshes through florescent in situ hybridization (FISH), confocal scanning microscopy (CSLM), and image analysis. We also report the varying levels of planktonic and attached bacteria through sonication and cfu counts. …”
Get full text

Protocol for cell image-based spatiotemporal proteomics in budding yeast by Athanasios Litsios, Myra Paz David Masinas, Helena Friesen, Charles Boone, Brenda J. Andrews

“…We describe steps for strain construction, cell cultivation, microscopy, and image analysis. Variations of this protocol can be applied for the spatiotemporal analysis of the proteome in different contexts, such as genetic and environmental perturbations.For complete details on the use and execution of this protocol, please refer to Litsios et al.1 : Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.…”
Get full text

Biosynthesis of Zinc Oxide Nanoparticles via Leaf Extracts of Catharanthus roseus (L.) G. Don and Their Application in Improving Seed Germination Potential and Seedling Vigor of El... by Dhruv Mishra, Manoj Kumar Chitara, Sweta Negi, Jagat Pal singh, Rajeew Kumar, Preeti Chaturvedi

“…The size (44.5 nm) and shape (nonspherical) of ZnO NPs were revealed by TEM image analysis. XRD confirmed the hexagonal wurtzite phase of ZnO with an average particle size of 35.19. …”
Get full text

Imaging Software-Based Sarcopenia Assessment in Gastroenterology: Evolution and Clinical Meaning by Giovanni Marasco, Sinan Sadalla, Giulio Vara, Rita Golfieri, Davide Festi, Antonio Colecchia, Matteo Renzulli

“…The last advancements in radiology image analysis using dedicated software allow an easy and standardized method to assess skeletal muscle volume. …”
Get full text

A New Method Based on Operational Strategies for Early Detection of Breast Cancers by Samira Khajehkhasan, Soheil Fakheri

“…The first stage is the preprocessing stage; the second stage is for image analysis, which uses wavelet transform to analyze images; the third stage is the extraction of valuable features that we use the results of wavelet transform to obtain; and the fourth stage That is, we use fuzzy logic to identify two types of benign or malignant images. …”
Get full text

Recursive seed amplification detects distinct α-synuclein strains in cerebrospinal fluid of patients with Parkinson’s disease by Stefan Bräuer, Iñaki Schniewind, Elisabeth Dinter, Björn H. Falkenburger

“…In addition, cultured cells were transfected with SAA products, and the extent of seeded aSyn pathology was quantified by staining for phosphorylated aSyn followed by automated high-throughput microscopy and image analysis. We found that fibrils, amplified from CSF by recursive SAA, exhibit two types of distinct biophysical properties and have different seeding capacities in cells. …”
Get full text

Study on Permeability and Blocking Resistance of Composite Specimen with Double-Layer Permeable Asphalt Mixture by Xiaoge Tian, Huitong Yuan, Ren Zhang, Yichao Xu, Xiaofei Wang

“…The pore distribution and its characteristics of the specimens were analyzed by digital image analysis technology. The permeability of composite specimens was studied through penetration test, and their blocking resistances were studied through using different particle sizes of fine machine-made sands as blocking materials. …”
Get full text

Duodenal Chromogranin A Cell Density as a Biomarker for the Diagnosis of Irritable Bowel Syndrome by Magdy El-Salhy, Odd Helge Gilja, Doris Gundersen, Jan Gunnar Hatlebakk, Trygve Hausken

“…CgA cell density was quantified by computerized image analysis. Results. The CgA cell density was lower in IBS-total and in all of the IBS subgroups than in the controls. …”
Get full text

Effect of Rare Earth Metals, Sr, and Ti Addition on the Microstructural Characterization of A413.1 Alloy by M. G. Mahmoud, A. M. Samuel, H. W. Doty, S. Valtierra, F. H. Samuel

“…Thermal analysis, image analysis, and electron probe microanalysis were the main techniques employed in the present study. …”
Get full text

Digital fundus image quality assessment by V. V. Starovoitov, Y. I. Golub, M. M. Lukashevich

“…It is solved in the first block of any automated retinal image analysis system. The quality assessment procedure is carried out in several stages. …”
Get full text

A practical guide to the starch granules’ morphology study by microscopy by V. K. Khlestkin, T. V. Erst

“…Light optical microscopy of starch granules followed by digital image analysis is an affordable, economical, simple and effective approach to phenotyping the varieties and hybrids of potato Solanum tuberosum L. on the physicochemical parameters of starch. …”
Get full text

Deep learning based analysis of G3BP1 protein expression to predict the prognosis of nasopharyngeal carcinoma. by Linshan Zhou, Mu Yang, Jiadi Luo, Hongjing Zang, Songqing Fan, Yuting Zhan

“…The use of automated image analysis tools for immunohistochemical (IHC) staining of particular proteins is highly beneficial, as it could reduce the burden on pathologists. …”
Get full text

Plantonome: A Cross-Platform Application for Precision Agriculture by Deroussi Anass, Ait Madi Abdessalam, Alihamidi Imam, Chabou Zakaria, Addaim Adnane

“…Designed to integrate with IoT devices, Plantonome quickly and accurately identifies ornamental plant genera or species using the Plant.id API for plant image analysis. The application also utilizes a NoSQL database for storing user data and plant preferences, and it includes a dataset of ornamental plants with details such as name, brightness, temperature, and humidity requirements. …”
Get full text

Effectiveness Model of Coastal Forest in Pananjung Nature Reserve, Pangandaran as Tsunami Buffer by Denni Susanto, Lies Rahayu Wijayanti Faida, Sunarto Sunarto

“…The vegetation density was performed by image analysis of Sentinel 2-A2017. The effectiveness of coastal forests as tsunami buffers was analyzed using mathematical concepts according to Harada and Imamura (2003) and modeled with Spatial Multi Criteria Analysis (SMCA) with width coastal vegetation criteria, vegetation density, tree diameter, and density of understorey. …”
Get full text

Asphalt Mixture for the First Asphalt Concrete Directly Fastened Track in Korea by Seong-Hyeok Lee, Dae-Wook Park, Hai Viet Vo, Samer Dessouky

“…The stripping percentage of asphalt mixtures was measured using a digital camera and analyzed based on image analysis techniques. Based on the limited research results, the finer aggregate gradation is the most suitable for asphalt mixture for ADFT system with the high TSR value and the low stripping percentage and permeable coefficient. …”
Get full text

End-to-end 3D instance segmentation of synthetic data and embryo microscopy images with a 3D Mask R-CNN by Gabriel David, Emmanuel Faure

“…A critical task in medical and microscopy 3D image analysis is instance segmentation, which is inherently complex due to the need for accurately identifying and segmenting multiple object instances in an image. …”
Get full text

Characteristics of Organic Matter Pores and the Relationship with Current Pressure System of Lower Silurian Longmaxi Shales in Dingshan Field, Southern Sichuan, China by Qian Cao, Ke Jiang, Zhentao Wen, Xingzhi Wang, Minghui Qi, Zhongshan Yin

“…The distributions of organic matter and the different OMP structure parameters were characterized through Ar-ion polishing, scanning electron microscopy (SEM), and image analysis software for shale samples of different wells. …”
Get full text