Subpixel Shifting

Subpixel shifting is an imaging technique that combines multiple low-resolution images captured with slight, controlled shifts to improve effective spatial sampling and reconstruct finer image detail. Each shift places biological features at different positions relative to the detector’s pixel grid, allowing computational algorithms to integrate complementary intensity information into a higher-resolution image. In bioengineering, this approach can enhance microscopy of cells, tissues, and biomaterials without requiring changes to the optical system or illumination wavelength. It supports quantitative visualization of small structures, improves image-based measurements, and can extend the capabilities of existing imaging platforms when acquisition stability and accurate image registration are maintained.

Subpixel Shifting - Related Videos

Research

JoVE EoE - Neurotherapeutics

Subpial Gene Delivery in the Mouse Spinal Cord to Evaluate Gene Expression

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2025

Source: Tadokoro, T., et al. Subpial Adeno-associated Virus 9 (AAV9) Vector Delivery in Adult Mice. J. Vis. Exp. (2017)This video demonstrates a subpial injection technique for gene delivery to the spinal cord in mice. The procedure involves exposing the dura mater, puncturing the pia mater, and injecting a recombinant adeno-associated virus (rAAV) carrying a fluorescent protein-expressing gene into the subpial space. Following injection and recovery, the virus facilitates gene expression in...

Subpial Adeno-associated Virus 9 (AAV9) Vector Delivery in Adult Mice

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Cited by 9 •

2017

The goal of the present study was to develop and validate the potency and safety of spinal adeno-associated virus 9 (AAV9)-mediated gene delivery by using a novel subpial gene delivery technique in adult mice.

Education

JoVE Science Education - Physics

Sound Waves and Doppler Shift

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2023

Source: Arianna Brown, Asantha Cooray, PhD, Department of Physics & Astronomy, School of Physical Sciences, University of California, Irvine, CA Waves are disturbances that propagate through a material medium or empty space. Light waves can travel through a vacuum and some forms of matter, and are transverse in nature, which means that the oscillations are perpendicular to the direction of propagation. However, sound waves are pressure waves that travel through an elastic medium like air,...

Electrophoretic Mobility Shift Assay (EMSA)

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2023

The electrophoretic mobility shift assay (EMSA) is a biochemical procedure used to elucidate binding between proteins and nucleic acids. In this assay a radiolabeled nucleic acid and test protein are mixed. Binding is determined via gel electrophoresis which separates components based on mass, charge, and conformation. This video shows the concepts of EMSA and a general procedure, including gel and protein preparation, binding, electrophoresis, and detection. Applications covered in this video...

New Variations for Strategy Set-shifting in the Rat

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Cited by 3 •

2017

Set-shifting, a form of behavioral flexibility, requires an attentional shift from one stimulus dimension to another. We extended an established rodent set-shifting task1 by requiring attention to different stimuli according to context. The task was combined with specific lesions to identify neuron subtypes underlying a successful shift.

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