Super-resolved segmentation of X-ray images of carbonate rocks using deep learning

NJ Alqahtani, Y Niu, YD Wang, T Chung… - Transport in Porous …, 2022 - Springer
Reliable quantitative analysis of digital rock images requires precise segmentation and
identification of the macroporosity, sub-resolution porosity, and solid\mineral phases. This is …

A skeletonization algorithm for gradient-based optimization

MJ Menten, JC Paetzold, VA Zimmer… - Proceedings of the …, 2023 - openaccess.thecvf.com
The skeleton of a digital image is a compact representation of its topology, geometry, and
scale. It has utility in many computer vision applications, such as image description …

Skeleton ground truth extraction: methodology, annotation tool and benchmarks

C Yang, B Indurkhya, J See, B Gao, Y Ke… - International Journal of …, 2024 - Springer
Abstract Skeleton Ground Truth (GT) is critical to the success of supervised skeleton
extraction methods, especially with the popularity of deep learning techniques. Furthermore …

Action recognition from thermal videos using joint and skeleton information

G Batchuluun, JK Kang, DT Nguyen, TD Pham… - IEEE …, 2021 - ieeexplore.ieee.org
Although various studies based on thermal images have been conducted, few studies have
focused on the simultaneous extraction of joints and skeleton information of an object from a …

Skelgan: A font image skeletonization method

DH Ko, AU Hassan, S Majeed… - Journal of Information …, 2021 - koreascience.kr
In this research, we study the problem of font image skeletonization using an end-to-end
deep adversarial network, in contrast with the state-of-the-art methods that use mathematical …

Skeletonnetv2: A dense channel attention blocks for skeleton extraction

S Nathan, P Kansal - Proceedings of the IEEE/CVF …, 2021 - openaccess.thecvf.com
Geometrical analysis of a shape through skeletonization has some of very important high-
and low-level application which includes tracking, manipulation, retrieval, representation …

Towards automatic skeleton extraction with skeleton grafting

C Yang, B Indurkhya, J See… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
This article introduces a novel approach to generate visually promising skeletons
automatically without any manual tuning. In practice, it is challenging to extract promising …

Edge-supervised linear object skeletonization for high-speed camera

T Wang, Y Yamakawa - Sensors, 2023 - mdpi.com
This paper presents a high-speed skeletonization algorithm for detecting the skeletons of
linear objects from their binary images. The primary objective of our research is to achieve …

[HTML][HTML] Vision based crop row navigation under varying field conditions in arable fields

R De Silva, G Cielniak, J Gao - Computers and Electronics in Agriculture, 2024 - Elsevier
Accurate crop row detection is often challenged by the varying field conditions present in
real-world arable fields. Traditional colour based segmentation is unable to cater for all such …

SKFont: skeleton-driven Korean font generator with conditional deep adversarial networks

DH Ko, AU Hassan, J Suk, J Choi - International Journal on Document …, 2021 - Springer
In our research, we study the problem of font synthesis using an end-to-end conditional
deep adversarial network with a small sample of Korean characters (Hangul). Hangul …