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Visual Object Tracking An Evaluation Perspective /

This book delves into visual object tracking (VOT), a fundamental aspect of computer vision crucial for replicating human dynamic vision, with applications ranging from self-driving vehicles to surveillance systems. Despite significant strides propelled by deep learning, challenges such as target de...

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Bibliografske podrobnosti
Main Authors: Zhao, Xin (Author), Hu, Shiyu (Author), Yin, Xu-Cheng (Author)
Korporativna značnica: SpringerLink (Online service)
Format: Elektronski eKnjiga
Jezik:angleščina
Izdano: Singapore : Springer Nature Singapore : Imprint: Springer, 2025.
Izdaja:1st ed. 2025.
Serija:Advances in Computer Vision and Pattern Recognition,
Teme:
Computer vision.
Image processing.
Artificial intelligence.
Machine learning.
Artificial intelligence > Data processing.
Electronic digital computers > Evaluation.
Computer Vision.
Image Processing.
Artificial Intelligence.
Machine Learning.
Data Science.
System Performance and Evaluation.
Online dostop:https://doi.org/10.1007/978-981-96-4558-9
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Kazalo:
  • Task Introduction
  • Experimental Environment
  • Algorithms
  • Humans
  • Machine-to-Machine Comparisons
  • Visual Turing Test: Machine-to-Machine Comparisons
  • More Human-like Task Design
  • More Realistic Data Environment
  • More Human-like Executors
  • More Intelligent Evaluation.

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