Bounding Box-Free Instance Segmentation Using Semi-Supervised Iterative Learning for Vehicle Detection

Bounding Box-Free Instance Segmentation Using Semi-Supervised Iterative Learning for Vehicle Detection

Vehicle classification is a hot computer vision topic, with studies ranging from ground-view to top-view imagery. Top-view images allow understanding city patterns, traffic management, among others. However, there are some difficulties for pixel-wise classification: most vehicle classification studi...

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Bibliographic Details
Main Authors: Osmar Luiz Ferreira de Carvalho, Osmar Abilio de Carvalho Junior, Anesmar Olino de Albuquerque, Nickolas Castro Santana, Renato Fontes Guimaraes, Roberto Arnaldo Trancoso Gomes, Dibio Leandro Borges
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Aerial image
anchor-free
deep learning (DL)
instance segmentation
Online Access:https://ieeexplore.ieee.org/document/9761723/

Internet

https://ieeexplore.ieee.org/document/9761723/

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