Coherent chord computation and cross ratio for accurate ellipse detection

M Zhao, X Jia, L Ma, LM Hu, DM Yan - Pattern Recognition, 2024 - Elsevier
This paper presents a new method for detecting ellipses in images, which has many
applications in pattern recognition and robotic tasks. Previous approaches typically use …

A deep learning framework for soft robots with synthetic data

S Sapai, JY Loo, ZY Ding, CP Tan, VM Baskaran… - Soft robotics, 2023 - liebertpub.com
Data-driven methods with deep neural networks demonstrate promising results for accurate
modeling in soft robots. However, deep neural network models rely on voluminous data in …

Construction of interaction parallel manipulator: towards rehabilitation massage

H Dong, Y Feng, C Qiu, IM Chen - IEEE/ASME Transactions on …, 2022 - ieeexplore.ieee.org
A massage robot can aid physicians in treating occupational diseases. While massaging, a
robotic manipulator is required to continuously exert desired force according to the …

Learning to efficiently plan robust frictional multi-object grasps

WC Agboh, S Sharma, K Srinivas… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
We consider a decluttering problem where multiple rigid convex polygonal objects rest in
randomly placed positions and orientations on a planar surface and must be efficiently …

Robot grasping based on object shape approximation and LightGBM

S Lin, C Zeng, C Yang - Multimedia Tools and Applications, 2024 - Springer
Object grasp planning is a challenging task. Recently, methods based on deep learning
have made great progress in this area, but they are highly dependent on datasets, which …

A hardware architecture for single and multiple ellipse detection using genetic algorithms and high-level synthesis tools

FJ Iñiguez-Lomeli, CH Garcia-Capulin… - Microprocessors and …, 2024 - Elsevier
Ellipse detection techniques are often developed and validated in software environments,
neglecting the critical consideration of computational efficiency and resource constraints …

BDR-Net: digital recognition network for billet surface based on flow alignment and attention mechanism

J Xu, Y Liu, Z Liu - Signal, Image and Video Processing, 2024 - Springer
The surface characteristics of billets are crucial for subsequent traceability, yet the
production process generates intricate digital features on their surfaces. This paper …

Ellipse Detection with Applications of Convolutional Neural Network in Industrial Images

K Liu, Y Lu, R Bai, K Xu, T Peng, Y Tai, Z Zhang - Electronics, 2023 - mdpi.com
Ellipse detection has a very wide range of applications in the field of industrial production,
especially in the geometric detection of metallurgical hinge pins. However, the factors in …

Marker-Based Localization System Using an Active PTZ Camera and CNN-Based Ellipse Detection

X Oh, R Lim, S Foong, UX Tan - IEEE/ASME Transactions on …, 2023 - ieeexplore.ieee.org
Localization in GPS-denied environments is challenging, and many existing solutions have
infrastructural and on-site calibration requirements. This article tackles these challenges by …

Ellipse Detection Based On Structure-Preserving Anisotropic Edge Extraction

Y Su, B Zhong, Z Wang, KK Ma - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Existing methods for ellipse detection popularly adopt the edge-linking strategy—ie, first
combining the elliptical arcs extracted from an edge map into groups and then fitting each …