Super-resolved segmentation of X-ray images of carbonate rocks using deep learning
Reliable quantitative analysis of digital rock images requires precise segmentation and
identification of the macroporosity, sub-resolution porosity, and solid\mineral phases. This is …
identification of the macroporosity, sub-resolution porosity, and solid\mineral phases. This is …
A skeletonization algorithm for gradient-based optimization
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 …
scale. It has utility in many computer vision applications, such as image description …
Skeleton ground truth extraction: methodology, annotation tool and benchmarks
Abstract Skeleton Ground Truth (GT) is critical to the success of supervised skeleton
extraction methods, especially with the popularity of deep learning techniques. Furthermore …
extraction methods, especially with the popularity of deep learning techniques. Furthermore …
Action recognition from thermal videos using joint and skeleton information
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 …
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 …
deep adversarial network, in contrast with the state-of-the-art methods that use mathematical …
Skeletonnetv2: A dense channel attention blocks for skeleton extraction
Geometrical analysis of a shape through skeletonization has some of very important high-
and low-level application which includes tracking, manipulation, retrieval, representation …
and low-level application which includes tracking, manipulation, retrieval, representation …
Towards automatic skeleton extraction with skeleton grafting
This article introduces a novel approach to generate visually promising skeletons
automatically without any manual tuning. In practice, it is challenging to extract promising …
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 …
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
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 …
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
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 …
deep adversarial network with a small sample of Korean characters (Hangul). Hangul …