[HTML][HTML] Panoptic segmentation meets remote sensing

OLF de Carvalho, OA de Carvalho Júnior, CR Silva… - Remote Sensing, 2022 - mdpi.com
Panoptic segmentation combines instance and semantic predictions, allowing the detection
of countable objects and different backgrounds simultaneously. Effectively approaching …

Bounding box-free instance segmentation using semi-supervised iterative learning for vehicle detection

OLF de Carvalho… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
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 …

Multi-stage feature enhancement pyramid network for detecting objects in optical remote sensing images

K Zhang, H Shen - Remote Sensing, 2022 - mdpi.com
The intelligent detection of objects in remote sensing images has gradually become a
research hotspot for experts from various countries, among which optical remote sensing …

[HTML][HTML] Multispectral panoptic segmentation: Exploring the beach setting with worldview-3 imagery

OLF De Carvalho, OA de Carvalho Júnior… - International Journal of …, 2022 - Elsevier
Panoptic segmentation is a recent and powerful task that tackles individual object
recognition (“things”) and multiple backgrounds (“stuff”) simultaneously. Remote sensing …

A data-centric approach for wind plant instance-level segmentation using semantic segmentation and GIS

OLF de Carvalho, OA de Carvalho Junior… - Remote Sensing, 2023 - mdpi.com
Wind energy is one of Brazil's most promising energy sources, and the rapid growth of wind
plants has increased the need for accurate and efficient inspection methods. The current …

Deep learning & remote sensing: pushing the frontiers in image segmentation

OLF Carvalho - 2022 - rlbea.unb.br
A segmentação de imagens visa simplificar o entendimento de imagens digitais e métodos
de aprendizado profundo usando redes neurais convolucionais permitem a exploração de …

Editorial on Geomatic Applications to Coastal Research: Challenges and New Developments

C Ponte Lira, R González-Villanueva - ISPRS International Journal of Geo …, 2022 - mdpi.com
This editorial introduces the Special Issue entitled “Geomatic Applications to Coastal
Research: Challenges and New Developments” and succinctly evaluates future trends of the …