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

Spherical Coordinates

Spherical Coordinates

Spherical coordinate systems are preferred over Cartesian, polar, or cylindrical coordinates for systems with spherical symmetry. For example, to describe the surface of a sphere, Cartesian coordinates require all three coordinates. On the other hand, the spherical coordinate system requires only one parameter: the sphere's radius. As a result, the complicated mathematical calculations become simple. Spherical coordinates are used in science and engineering applications like electric and...

Depth Perception and Spatial Vision

Depth Perception and Spatial Vision

Depth perception is the ability to perceive objects three-dimensionally. It relies on two types of cues: binocular and monocular. Binocular cues depend on the combination of images from both eyes and how the eyes work together. Since the eyes are in slightly different positions, each eye captures a slightly different image. This disparity between images, known as binocular disparity, helps the brain interpret depth. When the brain compares these images, it determines the distance to an object.

Deconvolution

Deconvolution

Deconvolution, also known as inverse filtering, is the process of extracting the impulse response from known input and output signals. This technique is vital in scenarios where the system's characteristics are unknown, and they must be inferred from the observable signals.
Deconvolution involves several mathematical techniques to derive the impulse response. One common approach is polynomial division. In this method, the input and output sequences are treated as coefficients of...

Design Example: Alignment of a Road Line Using GIS

Design Example: Alignment of a Road Line Using GIS

The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...

Centroid for the Paraboloid of Revolution

Centroid for the Paraboloid of Revolution

The paraboloid of revolution is an axially symmetric surface generated by rotating a parabola around its axis. This shape has several applications in mechanical engineering due to its advantageous structural properties, such as strength against stress concentration points and rotational symmetry.
The centroid for the paraboloid of revolution is the point where all the mass of the paraboloid is concentrated. This centroid is important for engineering applications, as it determines how forces are...

You might also read

Related Articles

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

Sort by

Same author

Tunable and Selective Doping Modulation in Pd-Filled Carbon Nanotube Transistors.

Small (Weinheim an der Bergstrasse, Germany)·2026

Same author

Curcumin alleviates cold stress-induced myocardial injury by regulating macrophage polarization through the STUB1/STAT1-STAT6-KLF4 signaling axis.

International immunopharmacology·2026

Same author

Large Language Model-Informed Dual-Track AI Framework for the Synergistic Design of Crack-Free and High-Strength Superalloys.

Advanced science (Weinheim, Baden-Wurttemberg, Germany)·2026

Same author

Mammary tumors-derived exosomes induce striatal NF-κB signaling, microglial reactivity, and anxiety/depression-like behaviors.

Brain, behavior, and immunity·2026

Same author

Emergency response for maritime sudden cardiac death: framework for pre-hospital rescue procedures and analysis of clinical characteristics.

Frontiers in cardiovascular medicine·2026

Same author

Measurement of the <sup>27</sup>Al<sup>+</sup> and <sup>87</sup>Sr absolute optical frequencies.

Metrologia·2026

Search research articles

Related Experiment Video

Updated: Mar 9, 2026

Photorealistic Learned Landscapes for Augmented Reality

Photorealistic Learned Landscapes for Augmented Reality

Published on: June 27, 2025

A Unified Framework for Street-View Panorama Stitching.

Li Li¹, Jian Yao², Renping Xie³

¹School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China. li.li@whu.edu.cn.

Sensors (Basel, Switzerland)

|December 28, 2016

Summary

This summary is machine-generated.

This study presents a new framework for creating high-quality street-view panoramas by stitching multiple images. The method effectively corrects geometric and color inconsistencies for seamless results.

Keywords:

color correction graph cuts image blending image parallax image warping panorama stitching seam line detection

More Related Videos

Robotized Testing of Camera Positions to Determine Ideal Configuration for Stereo 3D Visualization of Open-Heart Surgery

Robotized Testing of Camera Positions to Determine Ideal Configuration for Stereo 3D Visualization of Open-Heart Surgery

Published on: August 12, 2021

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: Mar 9, 2026

Photorealistic Learned Landscapes for Augmented Reality

Photorealistic Learned Landscapes for Augmented Reality

Published on: June 27, 2025

Robotized Testing of Camera Positions to Determine Ideal Configuration for Stereo 3D Visualization of Open-Heart Surgery

Robotized Testing of Camera Positions to Determine Ideal Configuration for Stereo 3D Visualization of Open-Heart Surgery

Published on: August 12, 2021

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
Image Processing
Computational Photography

Background:

Stitching multiple images into a panorama is challenging due to geometric and photometric inconsistencies.
Mobile platforms capture street-view images with varying projection centers and depth differences, complicating alignment.

Purpose of the Study:

To develop a unified framework for generating high-quality street-view panoramas from multiple images.
To address challenges in geometric misalignment and photometric inconsistencies during image stitching.

Main Methods:

Image warping using dense optical flow to correct geometric misalignment.
Color correction via histogram extreme point matching to reduce photometric inconsistencies.
Optimal seam line detection using graph cut energy minimization.
Image blending with Laplacian pyramid for artifact elimination.

Main Results:

The proposed framework successfully generates pleasant and high-quality street-view panoramas.
Experimental results demonstrate effectiveness on challenging real-world street-view images.
The system significantly suppresses influences of large geometric misalignment and illumination variations.

Conclusions:

The unified framework provides a robust solution for street-view panorama generation.
The combination of proposed methods effectively handles complex real-world imaging conditions.
The system is capable of producing visually appealing and artifact-free panoramic images.