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

Self-Awareness and Its Effects01:21

Self-Awareness and Its Effects

317
Self-awareness is a psychological state in which the individual becomes the focal point of their attention. This inward focus transforms the self into an object of contemplation and assessment, influencing how individuals perceive their actions and their alignment with personal and societal standards.Triggers and Contexts for Self-AwarenessSelf-awareness can be activated by external stimuli that make individuals visually or audibly aware of themselves, such as mirrors, cameras, or recordings.
317
Altered States of Awareness01:06

Altered States of Awareness

1.2K
Altered states of consciousness represent significant deviations from one's normal mental state. These deviations can range from subtle changes in awareness to profound transformations in perception, thought processes, and sensory experiences. Altered states of consciousness can be triggered by various factors, including drug use, meditation, hypnosis, illness, or even intense fatigue.
The ingestion of substances like stimulants or hallucinogens leads to chemical alterations in the brain...
1.2K
Subconsciousness and No Awareness01:15

Subconsciousness and No Awareness

715
The concept of subconscious awareness refers to the processing of information below the level of conscious thought, which significantly influences both behaviors and decisions. It is also known as waking subconscious awareness. This complex level of cognition operates without the direct awareness of the individual, facilitating rapid and simultaneous handling of multiple information streams.
An illustrative example of subconscious processing is its role in problem-solving. Often, individuals...
715
What is Variation?01:14

What is Variation?

18.6K
Apart from the measures of central tendency, distribution, outliers, and the changing characteristics of data with time, an important characteristic of any data set is its variation or spread. In some data sets, the data values are concentrated closely near the mean; in others, the data values are more widely spread out from the mean.
The range, standard deviation, standard error, and variance are the different measures of variation.
Range: The range is the difference between its maximum and...
18.6K
High-Level and Low-Level Awareness01:19

High-Level and Low-Level Awareness

784
Controlled processes in human consciousness represent high-alert mental states where individuals deliberately focus their attention on achieving specific goals. Controlled processes can be seen in situations like mastering new technology, where a person might become so absorbed that they ignore surrounding distractions. Such processes involve selective attention, requiring one to concentrate on particular elements of experience while disregarding others. These are governed by executive...
784
Variation01:19

Variation

8.0K
An important characteristic of any set of data is the variation in the data. In some data sets, the data values are concentrated closely near the mean; in other data sets, the data values are more widely spread out from the mean. The most common measure of variation, or spread, is the standard deviation, which is the square root of variance.
When independent and dependent variables are plotted on a scatter plot, the slope of a line is a value that describes the rate of change between the two...
8.0K

You might also read

Related Articles

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

Sort by
Same author

Efficient and Accurate Object Detection With Asymmetric Progressive Semi-Decoupled Head and Harmonic Focal Loss.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same author

Toward Adaptive Open-Set Object Detection via Category-Level Collaboration Knowledge Mining.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same author

Vision-Language Models Empowered Nighttime Object Detection With Consistency Sampler and Hallucination Feature Generator.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2025
Same author

AI-Generated Image Quality Assessment Based on Task-Specific Prompt and Multi-Granularity Similarity.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2025
Same author

Deep Hierarchical Multimodal Metric Learning.

IEEE transactions on neural networks and learning systems·2023
Same author

Deep Hybrid 2-D-3-D CNN Based on Dual Second-Order Attention With Camera Spectral Sensitivity Prior for Spectral Super-Resolution.

IEEE transactions on neural networks and learning systems·2021
Same journal

Style-Aware Contrastive Test-Time Adaptation: A Dual-Cache Model for Robust Vision-Language Alignment.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

Semantic Frame Interpolation.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

Physics-Guided Cross-Modal Decoupling with Test-Time Adaptation for Hyperspectral Image Restoration.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

Change-Prior-Guided Unsupervised Change Detection of Heterogeneous Remote Sensing Images.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

AgonicDreamer: Enhancing Multi-View Consistency in Text-to-3D Generation via Rectified Score Distillation.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
Same journal

BiCM-Prompt: Bidirectional Cross-Modal Prompt Tuning for Class-Incremental Learning on Multisource Remote Sensing Images.

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society·2026
See all related articles

Related Experiment Video

Updated: Feb 8, 2026

High-throughput Screening of Recalcitrance Variations in Lignocellulosic Biomass: Total Lignin, Lignin Monomers, and Enzymatic Sugar Release
11:31

High-throughput Screening of Recalcitrance Variations in Lignocellulosic Biomass: Total Lignin, Lignin Monomers, and Enzymatic Sugar Release

Published on: September 15, 2015

10.5K

Single Image Dehazing With Depth-aware Non-local Total Variation Regularization.

Qi Liu, Xinbo Gao, Lihuo He

    IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
    |July 12, 2018
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces a new image dehazing method that refines transmission maps using non-local total variation (NLTV) regularization. The transmission-adaptive approach effectively suppresses artifacts and preserves details in hazy images.

    More Related Videos

    Single Molecule Analysis of Laser Localized Psoralen Adducts
    11:46

    Single Molecule Analysis of Laser Localized Psoralen Adducts

    Published on: April 20, 2017

    7.0K
    Measurements of Local Instantaneous Convective Heat Transfer in a Pipe - Single and Two-phase Flow
    08:25

    Measurements of Local Instantaneous Convective Heat Transfer in a Pipe - Single and Two-phase Flow

    Published on: April 30, 2018

    7.7K

    Related Experiment Videos

    Last Updated: Feb 8, 2026

    High-throughput Screening of Recalcitrance Variations in Lignocellulosic Biomass: Total Lignin, Lignin Monomers, and Enzymatic Sugar Release
    11:31

    High-throughput Screening of Recalcitrance Variations in Lignocellulosic Biomass: Total Lignin, Lignin Monomers, and Enzymatic Sugar Release

    Published on: September 15, 2015

    10.5K
    Single Molecule Analysis of Laser Localized Psoralen Adducts
    11:46

    Single Molecule Analysis of Laser Localized Psoralen Adducts

    Published on: April 20, 2017

    7.0K
    Measurements of Local Instantaneous Convective Heat Transfer in a Pipe - Single and Two-phase Flow
    08:25

    Measurements of Local Instantaneous Convective Heat Transfer in a Pipe - Single and Two-phase Flow

    Published on: April 30, 2018

    7.7K

    Area of Science:

    • Computer Vision
    • Image Processing

    Background:

    • Single image dehazing is crucial for many computer vision tasks but remains challenging due to uncertainties in scene transmission and radiance.
    • Existing methods often produce halo effects and amplify noise/artifacts, especially in dense haze regions.

    Purpose of the Study:

    • To develop a high-quality single image dehazing method that addresses limitations of current approaches.
    • To propose a transmission-adaptive regularized recovery method for improved dehazing results.

    Main Methods:

    • An initial transmission map is generated using boundary constraints.
    • Non-local total variation (NLTV) regularization is applied to refine the transmission map, preserving depth structures.
    • A transmission-adaptive NLTV regularization is used for artifact suppression and detail preservation.

    Main Results:

    • The proposed method effectively suppresses visual artifacts in degraded hazy images.
    • Experimental results show superior quantitative and qualitative performance compared to state-of-the-art dehazing methods.
    • The method successfully preserves image details while removing haze.

    Conclusions:

    • The developed transmission adaptive regularized image recovery method offers a significant improvement for single image dehazing.
    • The method provides high-quality dehazing results, overcoming common issues like halo effects and artifact amplification.