Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

Light Acquisition

Light Acquisition

In order to produce glucose, plants need to capture sufficient light energy. Many modern plants have evolved leaves specialized for light acquisition. Leaves can be only millimeters in width or tens of meters wide, depending on the environment. Due to competition for sunlight, evolution has driven the evolution of increasingly larger leaves and taller plants, to avoid shading by their neighbors with contaminant elaboration of root architecture and mechanisms to transport water and nutrients.

You might also read

Related Articles

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

Sort by

Same author

VolMoVis: Real-Time Volume Generation and Motion Visualization with Dynamic Tomographic Reconstruction.

IEEE transactions on visualization and computer graphics·2025

Same author

What Draws Your Attention First? An Attention Prediction Model Based on Spatial Features in Virtual Reality.

IEEE transactions on visualization and computer graphics·2025

Same author

Explainable XR: Understanding User Behaviors of XR Environments Using LLM-Assisted Analytics Framework.

IEEE transactions on visualization and computer graphics·2025

Same author

VoxAR: Adaptive Visualization of Volume Rendered Objects in Optical See-Through Augmented Reality.

IEEE transactions on visualization and computer graphics·2023

Same author

Submerse: Visualizing Storm Surge Flooding Simulations in Immersive Display Ecologies.

IEEE transactions on visualization and computer graphics·2023

Same author

MD-Cave: An Immersive Visualization Workbench for Radiologists.

IEEE transactions on visualization and computer graphics·2022

Same journal

MesoSplats: Texture Synthesis with Gaussian Splatting.

IEEE transactions on visualization and computer graphics·2026

Same journal

GLLA: A Unified Force-Directed Graph Layout Framework Supporting Local Adjustments.

IEEE transactions on visualization and computer graphics·2026

Same journal

Multi-Perception Crowd: Learning to combine entity and implicit perception for diverse crowd simulation.

IEEE transactions on visualization and computer graphics·2026

Same journal

Hiding in Plain Sight: Camouflaging Real-world Objects.

IEEE transactions on visualization and computer graphics·2026

Same journal

RTF2Mesh: Restricted Tangent Face Based Mesh Compression With Neural Displacement Fields.

IEEE transactions on visualization and computer graphics·2026

Same journal

Practical Occluder Generation for Mobile Games.

IEEE transactions on visualization and computer graphics·2026

See all related articles

Search research articles

Related Experiment Video

Updated: May 7, 2026

Visualization of Endosome Dynamics in Living Nerve Terminals with Four-dimensional Fluorescence Imaging

Visualization of Endosome Dynamics in Living Nerve Terminals with Four-dimensional Fluorescence Imaging

Published on: April 16, 2014

Acuity-driven gigapixel visualization.

Charilaos Papadopoulos¹, Arie E Kaufman

¹Stony Brook University.

IEEE Transactions on Visualization and Computer Graphics

|September 21, 2013

Summary

This summary is machine-generated.

This study introduces acuity-driven visualization for gigapixel displays, optimizing detail delivery based on user perception. It significantly reduces data transfer overhead without impacting search task performance.

More Related Videos

Measuring the Structure, Composition, and Change of Underwater Environments with Large-area Imaging

Measuring the Structure, Composition, and Change of Underwater Environments with Large-area Imaging

Published on: April 18, 2025

Related Experiment Videos

Last Updated: May 7, 2026

Visualization of Endosome Dynamics in Living Nerve Terminals with Four-dimensional Fluorescence Imaging

Visualization of Endosome Dynamics in Living Nerve Terminals with Four-dimensional Fluorescence Imaging

Published on: April 16, 2014

Measuring the Structure, Composition, and Change of Underwater Environments with Large-area Imaging

Measuring the Structure, Composition, and Change of Underwater Environments with Large-area Imaging

Published on: April 18, 2025

Area of Science:

Computer Vision
Scientific Visualization
Human-Computer Interaction

Background:

Gigapixel displays enable exploration of massive image datasets.
Tiled display walls offer large, navigable workspaces.
User visual acuity influences perceivable detail.

Purpose of the Study:

To develop an acuity-driven rendering framework for gigapixel displays.
To optimize detail delivery based on user's visual perception.
To reduce data transfer overhead and enhance visualization performance.

Main Methods:

Implemented an out-of-core gigapixel rendering scheme with adaptive level of detail selection.
Developed an acuity-driven tessellation for Focus-and-Context (F+C) lenses.
Utilized head tracking and display characteristics for rendering guidance.
Evaluated the framework on the Reality Deck immersive display.

Main Results:

No significant difference in search task performance compared to naive rendering.
Substantial reduction in data transfer overhead achieved.
Acuity-driven tessellation significantly increased frame rates.
Indistinguishable image quality compared to naive pre-tessellation.

Conclusions:

The acuity-driven framework efficiently visualizes gigapixel data by delivering detail only where perceivable.
Optimizations reduce data transfer and improve rendering performance without compromising user task efficiency.
The approach enhances the visual exploration of super-high resolution imagery.