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

Stereotype Content Model02:16

Stereotype Content Model

14.8K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
14.8K
Natural and Artificial Concepts01:24

Natural and Artificial Concepts

249
In psychology, concepts can be divided into two categories: natural and artificial. Natural concepts are formed through direct or indirect experiences. For example, consider the concept of snow. If you live in a place with regular snowfall, such as Essex Junction, Vermont, you know snow through direct experiences. You’ve seen it fall, touched it, shoveled it, and played in it. You recognize its texture, appearance, and even its smell. In contrast, if you live on an island like Saint...
249
Vector Algebra: Graphical Method01:10

Vector Algebra: Graphical Method

13.1K
Vectors can be multiplied by scalars, added to other vectors, or subtracted from other vectors. The vector sum of two (or more) vectors is called the resultant vector or, for short, the resultant.
We use the laws of geometry to construct resultant vectors, followed by trigonometry to find vector magnitudes and directions. For a geometric construction of the sum of two vectors in a plane, we follow the parallelogram rule. Suppose two vectors are at arbitrary positions. Translate either one of...
13.1K
Metacognition01:26

Metacognition

269
Metacognition is a conscious process where individuals are aware of their cognitive and executive processes, such as planning before solving a problem or self-monitoring during reading. For instance, a writer may need help with composing a piece. The situation involves a writer who is working on a piece of writing, but while doing so, they realize that something is missing. They notice that their characters lack depth or details. This realization occurs because the writer is reflecting on their...
269
Concepts and Prototypes01:24

Concepts and Prototypes

216
The human nervous system handles vast amounts of information by translating sensory stimuli into neural impulses, which the brain processes, creating thoughts expressed through language or stored as memories. The brain also synthesizes information from emotions and memories, which significantly influence thoughts and behaviors. This intricate process creates a comprehensive mental picture.
The brain organizes this information using concepts, which are mental categories grouping linguistic data,...
216
Attribution Theory00:56

Attribution Theory

13.3K
Behavior is a product of both the situation (e.g., cultural influences, social roles, and the presence of bystanders) and of the person (e.g., personality characteristics). Subfields of psychology tend to focus on one influence or behavior over others. Situationism is the view that our behavior and actions are determined by our immediate environment and surroundings. In contrast, dispositionism holds that our behavior is determined by internal factors (Heider, 1958).
13.3K

You might also read

Related Articles

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

Sort by
Same author

Integrating SAM Supervision for 3D Weakly Supervised Point Cloud Segmentation.

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

For Intermediate-Size Sessile Serrated Lesions, Durable Clearance Should Remain the Decisive Endpoint.

United European gastroenterology journal·2026
Same author

Therapeutic potential of wogonoside in hypertension-induced cardiac injury: Targeting apoptosis and MAPK signaling pathway.

The Journal of nutritional biochemistry·2026
Same author

Polyethylene Terephthalate Microplastics Exposure Enhances the Risk of Ulcerative Colitis: Insights From Multi-Omics Integration, Machine Learning, and Molecular Docking Reveal Intestinal Toxicity Mechanisms: A Commentary.

International journal of surgery (London, England)·2026
Same author

Author Correction: Analysis of the Rehmannia chingii genome identifies RcCYP72H7 as an epoxidase in iridoid glycoside biosynthesis.

Nature communications·2026
Same author

Exploring the toxicological network in diabetic microvascular disease: a commentary.

International journal of surgery (London, England)·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
Same journal

GoP-based Quality Enhancement on Video Compression.

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

Align then Tensorize: Multi-Level Consistent Anchor Graph Learning for Scalable Multi-View Clustering.

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

Beyond Fidelity: Diverse Image Synthesis via Retrieval-Augmented Diffusion.

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

Related Experiment Video

Updated: Sep 3, 2025

Cross-Modal Multivariate Pattern Analysis
13:51

Cross-Modal Multivariate Pattern Analysis

Published on: November 9, 2011

20.0K

Cross-Modal Graph With Meta Concepts for Video Captioning.

Hao Wang, Guosheng Lin, Steven C H Hoi

    IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
    |July 28, 2022
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces a novel Cross-Modal Graph (CMG) approach for video captioning. CMG enhances understanding of visual content and object interactions, improving text description accuracy for videos.

    More Related Videos

    Eye Tracking During Visually Situated Language Comprehension: Flexibility and Limitations in Uncovering Visual Context Effects
    07:36

    Eye Tracking During Visually Situated Language Comprehension: Flexibility and Limitations in Uncovering Visual Context Effects

    Published on: November 30, 2018

    15.8K
    Combining Eye-tracking Data with an Analysis of Video Content from Free-viewing a Video of a Walk in an Urban Park Environment
    08:25

    Combining Eye-tracking Data with an Analysis of Video Content from Free-viewing a Video of a Walk in an Urban Park Environment

    Published on: May 7, 2019

    9.1K

    Related Experiment Videos

    Last Updated: Sep 3, 2025

    Cross-Modal Multivariate Pattern Analysis
    13:51

    Cross-Modal Multivariate Pattern Analysis

    Published on: November 9, 2011

    20.0K
    Eye Tracking During Visually Situated Language Comprehension: Flexibility and Limitations in Uncovering Visual Context Effects
    07:36

    Eye Tracking During Visually Situated Language Comprehension: Flexibility and Limitations in Uncovering Visual Context Effects

    Published on: November 30, 2018

    15.8K
    Combining Eye-tracking Data with an Analysis of Video Content from Free-viewing a Video of a Walk in an Urban Park Environment
    08:25

    Combining Eye-tracking Data with an Analysis of Video Content from Free-viewing a Video of a Walk in an Urban Park Environment

    Published on: May 7, 2019

    9.1K

    Area of Science:

    • Artificial Intelligence
    • Computer Vision
    • Natural Language Processing

    Background:

    • Video captioning requires understanding complex visual scenes and object interactions.
    • Current methods using object detection and attention mechanisms often miss semantic concepts and precise relationships.

    Purpose of the Study:

    • To investigate open research challenges in generating accurate text descriptions for videos.
    • To propose a novel Cross-Modal Graph (CMG) framework with meta-concepts for improved video captioning.

    Main Methods:

    • Weakly learning visual regions corresponding to text descriptions to create cross-modal meta-concepts.
    • Dynamically building meta-concept graphs using learned concepts.
    • Constructing video-level and frame-level graphs with predicted predicates to model video sequences.

    Main Results:

    • Achieved state-of-the-art results on two public datasets.
    • Demonstrated the efficacy of the proposed Cross-Modal Graph (CMG) techniques.
    • Improved identification of semantic concepts and predicate relationships in video scenes.

    Conclusions:

    • The proposed Cross-Modal Graph (CMG) method significantly advances video captioning capabilities.
    • The integration of meta-concepts and graph structures enhances the model's comprehension of video content.
    • This approach offers a more robust solution for generating accurate and semantically rich video descriptions.