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 Experiment Videos

Selective segmentation for global optimization of depth estimation in complex scenes.

Sheng Liu1, Haiqiang Jin, Xiaojun Mao

  • 1College of Computer Science & Technology, Zhejiang University of Technology, Hangzhou 310023, China. edliu@zjut.edu.cn

Thescientificworldjournal
|June 15, 2013
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

Depth Perception and Spatial Vision01:15

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.

You might also read

Related Articles

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

Sort by
Same author

Harnessing interfacial click polymerization using pyridinium-yne films as photochromic, radical generation and sensing platforms.

Nature communications·2026
Same author

Real-world experience with efgartigimod in generalized myasthenia gravis: a single-center retrospective study in China.

Frontiers in immunology·2026
Same author

A case of carotid web with thrombosis causing stroke in a young adult.

BMC neurology·2026
Same author

Flexible, Scalable SERS Substrate with High Sensitivity and Stability for On-Site Detection and Wearable Applications.

ACS applied materials & interfaces·2026
Same author

Exploration of the source of AQP4 antibody: Based on paired serum and cerebrospinal fluid samples from 98 patients.

Clinica chimica acta; international journal of clinical chemistry·2026
Same author

Prominent urinary dysfunction and delayed antibody detection in patients with glial fibrillary acidic protein astrocytopathy: a case series analysis.

BMC neurology·2026
Same journal

Opportunities and Challenges of Integrating Ethiopian Traditional Medicine System Into Modern Medicine: A Narrative Review.

TheScientificWorldJournal·2026
Same journal

Exploring the Antiparasitic Activity of the Sea Cucumber Isostichopus sp. aff. badionotus From the Northern Coast of Colombia Against Trypanosoma cruzi.

TheScientificWorldJournal·2026
Same journal

Kalanchoe ceratophylla (Crassulaceae): The True Identity of Sidingin, a Medicinal Plant From Sumatra, Based on Morphological and Molecular Evidence.

TheScientificWorldJournal·2026
Same journal

Genetic Variation of Chicken Growth Differentiation Factor-9 Gene and Association With Egg Characteristics: A Systematic Review.

TheScientificWorldJournal·2026
Same journal

Applied Research on the Effect of Risks on Public Health Building Projects' Performance: Empirical Results From Tanzania.

TheScientificWorldJournal·2026
Same journal

Projected Impacts of Climate and Land Use/Land Cover Change on Sediment Yield and Surface Runoff in the Baro River Sub-Basin, Ethiopia.

TheScientificWorldJournal·2026
See all related articles

This study introduces a novel global optimization method for depth estimation using segmentation. The approach enhances stereo matching accuracy, particularly at borders and occlusions, yielding competitive results.

Area of Science:

  • Computer Vision
  • Artificial Intelligence

Background:

  • Accurate depth estimation is crucial for 3D scene understanding.
  • Traditional stereo matching methods struggle with occlusions and border regions.

Purpose of the Study:

  • To propose a segmentation-based global optimization method for improved depth estimation.
  • To enhance stereo matching accuracy by addressing challenges in border and occlusion regions.

Main Methods:

  • Integrated a self-adapting matching window with two cost optimization strategies.
  • Employed a comprehensive smooth term for diverse scene smoothness requirements.
  • Utilized a selective segmentation term for object-level plane constraint enforcement.

Main Results:

Related Experiment Videos

  • The proposed method demonstrates competitive performance against state-of-the-art approaches.
  • Achieved improved depth accuracy through object-level constraints.

    • Conclusions:

    • Segmentation-based global optimization offers a robust solution for depth estimation.
    • The method effectively handles complex stereo matching scenarios.