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

pH Scale02:41

pH Scale

79.0K
Hydronium and hydroxide ions are present both in pure water and in all aqueous solutions, and their concentrations are inversely proportional as determined by the ion product of water (Kw). The concentrations of these ions in a solution are often critical determinants of the solution’s properties and the chemical behaviors of its other solutes. Two different solutions can differ in their hydronium or hydroxide ion concentrations by a million, billion, or even trillion times. A common means of...
79.0K
Polymer Classification: Architecture01:14

Polymer Classification: Architecture

3.7K
Polymers are classified as linear or branched on the basis of their chain architecture. The polymer chains in linear polymers have a long chain-like structure with minimal to no branching at all. Even if a polymer features large substituent groups on the monomer, which appear as branches to the skeleton, it is not considered a branched polymer. A branched polymer contains secondary polymer chains that arise from the main polymer chain. The branching occurs when the polymer growth shifts from...
3.7K
Personal Identity01:25

Personal Identity

322
Personal identity is the deeply felt sense of self that individuals cultivate over time, intricately woven from intrinsic qualities they consider essential to their existence—qualities such as morality, intelligence, and friendliness. These attributes serve as vital internal benchmarks, guiding individuals in evaluating whether their actions resonate with their true selves.When personal identity takes center stage in one's life, individuals often emphasize their distinctiveness,...
322
Psychodynamic Perspectives on Personality01:27

Psychodynamic Perspectives on Personality

1.5K
The psychodynamic perspective in psychology asserts that most personality functions operate unconsciously, outside of awareness. This means that the motives and emotions driving behavior often remain hidden, automatically buried in the unconscious mind as a defense mechanism to shield us from psychological distress. According to this theory, the unconscious mind contains thoughts, memories, and emotions that are too disturbing to face directly.
Psychodynamic theorists argue that unconscious...
1.5K
Self-Report Tests of Personality01:22

Self-Report Tests of Personality

785
Self-report inventories are objective personality assessments that use multiple-choice items or numbered scales, typically ranging from 1 (strongly disagree) to 5 (strongly agree). They are often called Likert scales after Rensis Likert. These inventories are widely used due to their ease of administration and cost-effectiveness. One of the most prominent examples is the Minnesota Multiphasic Personality Inventory (MMPI), initially developed in the 1940s to assess abnormal personality traits.
785
Attention-Deficit/Hyperactivity Disorder01:30

Attention-Deficit/Hyperactivity Disorder

810
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by persistent inattention, hyperactivity, and impulsivity. It affects approximately 5-8% of children globally, with around 60-70% of cases persisting into adulthood. ADHD has significant implications for educational attainment, social interactions, and occupational success.
Diagnostic Criteria and Symptoms
To diagnose ADHD, symptoms must manifest before age 12 and be evident across multiple settings....
810

You might also read

Related Articles

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

Sort by
Same author

Immunometabolic reprogramming of macrophages by miR-423-5p-enriched small extracellular vesicles delivered via glucose/ROS-responsive hydrogel for diabetic wound healing.

Journal of nanobiotechnology·2026
Same author

A novel strategy for a stable low-ammonia nitrification system: low-temperature sludge storage recovery.

RSC advances·2026
Same author

Evaluating Student Engagement and Effectiveness of the Scenario-Case Discussion Learning Model in Medical Microbiology Education.

Advances in medical education and practice·2026
Same author

Bound states in doped charge transfer insulators.

Nature communications·2026
Same author

A molybdenum-promoted nickel-aluminum alloy catalyst for high-efficient hydrogenation reduction of nitrate to ammonia and nitrogen.

RSC advances·2026
Same author

Cross-subject fMRI-to-Image with Visual-cortex 2D Representation and Pre-Training.

IEEE journal of biomedical and health informatics·2026

Related Experiment Video

Updated: Jan 21, 2026

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
06:37

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

Published on: December 15, 2023

5.3K

Leader-Based Multi-Scale Attention Deep Architecture for Person Re-Identification.

Xuelin Qian, Yanwei Fu, Tao Xiang

    IEEE Transactions on Pattern Analysis and Machine Intelligence
    |July 23, 2019
    PubMed
    Summary

    This study introduces MuDeep, a novel deep learning network for person re-identification (re-id). MuDeep effectively addresses challenges in matching individuals across camera views by learning discriminative features at multiple scales.

    More Related Videos

    Personalized 3D-printed Headgear for Multi-electrode Transcranial Electrical Stimulation
    07:47

    Personalized 3D-printed Headgear for Multi-electrode Transcranial Electrical Stimulation

    Published on: September 9, 2025

    721
    Deep Neural Networks for Image-Based Dietary Assessment
    13:19

    Deep Neural Networks for Image-Based Dietary Assessment

    Published on: March 13, 2021

    9.9K

    Related Experiment Videos

    Last Updated: Jan 21, 2026

    Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
    06:37

    Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

    Published on: December 15, 2023

    5.3K
    Personalized 3D-printed Headgear for Multi-electrode Transcranial Electrical Stimulation
    07:47

    Personalized 3D-printed Headgear for Multi-electrode Transcranial Electrical Stimulation

    Published on: September 9, 2025

    721
    Deep Neural Networks for Image-Based Dietary Assessment
    13:19

    Deep Neural Networks for Image-Based Dietary Assessment

    Published on: March 13, 2021

    9.9K

    Area of Science:

    • Computer Vision
    • Artificial Intelligence
    • Machine Learning

    Background:

    • Person re-identification (re-id) is crucial for public safety and surveillance.
    • Matching individuals across non-overlapping camera views is challenging due to similar clothing and subtle appearance variations.

    Purpose of the Study:

    • To develop a deep learning network for robust person re-identification.
    • To improve the accuracy and generalization ability of person re-id systems.

    Main Methods:

    • Proposed MuDeep, a deep re-id network featuring novel multi-scale deep learning and leader-based attention learning layers.
    • Multi-scale layer learns discriminative features at various scales.
    • Leader-based attention layer optimizes scale weightings and identifies important spatial locations.

    Main Results:

    • MuDeep demonstrated superior performance compared to state-of-the-art methods on multiple benchmarks.
    • The network exhibited enhanced generalization capabilities in domain generalization settings.

    Conclusions:

    • The proposed MuDeep network effectively addresses person re-identification challenges.
    • The novel layers significantly improve feature representation and attention mechanisms for re-id tasks.