Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Serum concentrations of antioxidant vitamins and carotenoids are low in individuals with a history of attempted suicide.

Nutritional neuroscience·2007
Same author

Arsenic trioxide induces different gene expression profiles of genes related to growth and apoptosis in glioma cells dependent on the p53 status.

Molecular biology reports·2007
Same author

Role of p38 mitogen-activated protein kinases in cardioprotection of morphine preconditioning.

Chinese medical journal·2007
Same author

Rapamycin inhibits osteoblast proliferation and differentiation in MC3T3-E1 cells and primary mouse bone marrow stromal cells.

Journal of cellular biochemistry·2007
Same author

[Studies on chemical constituents of Salsola collina].

Zhongguo Zhong yao za zhi = Zhongguo zhongyao zazhi = China journal of Chinese materia medica·2007
Same author

Functional characterization of the Arabidopsis eukaryotic translation initiation factor 5A-2 that plays a crucial role in plant growth and development by regulating cell division, cell growth, and cell death.

Plant physiology·2007

Related Experiment Video

Updated: Jun 25, 2025

Lensless Fluorescent Microscopy on a Chip
11:23

Lensless Fluorescent Microscopy on a Chip

Published on: August 17, 2011

17.6K

Learning a Deep Demosaicing Network for Spike Camera With Color Filter Array.

Yanchen Dong, Ruiqin Xiong, Jing Zhao

    IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
    |May 29, 2024
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces CSpkNet, a novel demosaicing network for color spike cameras. CSpkNet reconstructs dynamic color visual signals from spike streams, overcoming challenges in capturing high-speed motion with enhanced detail.

    More Related Videos

    Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications
    03:31

    Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications

    Published on: December 15, 2023

    520
    Time-Lapse Imaging of Neuronal Arborization using Sparse Adeno-Associated Virus Labeling of Genetically Targeted Retinal Cell Populations
    13:13

    Time-Lapse Imaging of Neuronal Arborization using Sparse Adeno-Associated Virus Labeling of Genetically Targeted Retinal Cell Populations

    Published on: March 19, 2021

    2.9K

    Related Experiment Videos

    Last Updated: Jun 25, 2025

    Lensless Fluorescent Microscopy on a Chip
    11:23

    Lensless Fluorescent Microscopy on a Chip

    Published on: August 17, 2011

    17.6K
    Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications
    03:31

    Author Spotlight: Enhancement of Salient Object Detection for Smart Grid Applications

    Published on: December 15, 2023

    520
    Time-Lapse Imaging of Neuronal Arborization using Sparse Adeno-Associated Virus Labeling of Genetically Targeted Retinal Cell Populations
    13:13

    Time-Lapse Imaging of Neuronal Arborization using Sparse Adeno-Associated Virus Labeling of Genetically Targeted Retinal Cell Populations

    Published on: March 19, 2021

    2.9K

    Area of Science:

    • Neuromorphic Engineering
    • Computer Vision
    • Image Processing

    Background:

    • Neuromorphic cameras offer high temporal resolution for dynamic scenes.
    • Spike cameras capture full photon accumulation, enabling texture detail recovery.
    • Color spike cameras record color information but face demosaicing challenges.

    Purpose of the Study:

    • To develop a demosaicing network (CSpkNet) for reconstructing dynamic color visual signals from color spike camera data.
    • To address the open problem of demosaicing for color spike cameras.

    Main Methods:

    • Developed a light inference module to convert binary spike streams to intensity estimates.
    • Proposed a feature-based channel attention module to reduce quantization noise.
    • Introduced a motion-guided filtering module considering Bayer configuration and object motion.
    • Designed a refinement module utilizing color correlation to enhance intensity and details.

    Main Results:

    • CSpkNet successfully reconstructs color images from Bayer-pattern spike streams.
    • The network achieves promising visual quality in reconstructed images.
    • The proposed modules effectively handle noise and motion blur.

    Conclusions:

    • CSpkNet presents an effective solution for demosaicing color spike camera data.
    • The method enables high-quality reconstruction of dynamic color scenes captured by neuromorphic sensors.
    • This work advances the capabilities of spike-based imaging for dynamic scene analysis.