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Single-pixel imaging (SPI) has significant advantages in detecting complex environments such as solid noise, high scattering, and long distances. In response to the contradiction between the field of view and resolution in traditional SPI systems, we propose a field of view expansion imaging method based on a digital micromirror device (DMD) and scanning mirror. Combining the advantages of traditional point scanning and SPI, we use high-precision control of the scanning mirror (with an error control of ± 3 mV) to scan and expand the reflected image on the target object onto the DMD, then using compressed sensing to achieve efficient sampling, thereby expanding the imaging field of view. We use the optimized TVAL3 algorithm for image recovery and reconstruction and stitching is performed. For second and third order imaging, results show that the imaging resolution of the individual and continuous targets have been improved by about 4 times and 9 times, the peak signal-to-noise ratio (PSNR) has been increased by about 2 times and 3 times, respectively. The experimental results indicate that the proposed imaging method may gradually adapt to existing beam scanning imaging systems. It will be beneficial for the widespread application of high-resolution imaging in large fields of view.
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http://dx.doi.org/10.1038/s41598-025-94929-8 | DOI Listing |
Theor Appl Genet
September 2025
Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
The German Federal Ex Situ Genebank for Agricultural and Horticultural Crops (IPK) harbours over 3000 pea plant genetic resources (PGRs), backed up by corresponding information across 16 key agronomic and economical traits. The unbalanced structure and inconsistent format of this historical data has precluded effective leverage of genebank accessions, despite the opportunities contained in its genetic diversity. Therefore, a three-step statistical approach founded in linear mixed models was implemented to enable a rigorous and targeted data curation.
View Article and Find Full Text PDFCureus
August 2025
Spinal Surgery, Kameda Medical Center, Chiba, JPN.
For lumbar spinal canal stenosis, endoscopic spine surgery typically employs a unilateral approach. While this approach has the advantage of early access to the lamina, it risks damage to the facet joint on the entry side. Additionally, decompression of the ipsilateral lateral recess can be challenging, sometimes resulting in inadequate decompression laterally, leading to incomplete symptom relief.
View Article and Find Full Text PDFIEEE Trans Pattern Anal Mach Intell
September 2025
Radiance fields represented by 3D Gaussians excel at synthesizing novel views, offering both high training efficiency and fast rendering. However, with sparse input views, the lack of multi-view consistency constraints results in poorly initialized Gaussians and unreliable heuristics for optimization, leading to suboptimal performance. Existing methods often incorporate depth priors from dense estimation networks but overlook the inherent multi-view consistency in input images.
View Article and Find Full Text PDFJSLS
September 2025
Department of Surgery, Harasanshin Hospital, Fukuoka City, Japan. (Drs. Toma, Fujii, and Eguchi).
Backgrounds And Objectives: The enhanced-view totally extraperitoneal technique (eTEP) has gained popularity as a novel minimally invasive ventral hernia repair approach. However, this procedure becomes technically demanding once the view is no longer maintained, due to incidental pneumoperitoneum caused by peritoneal injury during the surgery. In an attempt to overcome this technical issue, we report laparoscopic extraperitoneal repair with upfront coring out of hernia defect (LERCO) where the intraperitoneal coring out of the hernia defect precedes the regular eTEP for the treatment of midline incisional ventral hernia.
View Article and Find Full Text PDFJ Am Chem Soc
September 2025
Department of Chemical & Biomolecular Engineering, University of California, Irvine, California 92697, United States.
The research community in the electrochemical field is increasingly moving toward device-level investigations in a push to demonstrate practical applicability and widen the adoption of advanced energy conversion and storage technologies. Electrochemical devices, however, are highly complex systems and require a multidisciplinary approach to reveal the fundamental processes and key physical parameters of the materials employed that determine their functional properties. These processes occur in the near-surface region of the electrodes that catalyze electrochemical reactions.
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