XNOR-YOLO: the high precision of the ball and goal detecting on the Barelang-FC robot soccer

S Susanto, FA Putra, R Analia - 2020 3rd International …, 2020 - ieeexplore.ieee.org
… to detect the ball for the wheeled robot soccer. This method is able to generate the speed of
detection of … in order to detect the white ball. This method was implemented to the humanoid …

Deep learning applied to humanoid soccer robotics: playing without using any color information

N Cruz, F Leiva, J Ruiz-del-Solar - Autonomous Robots, 2021 - Springer
… a vision system for humanoid robot soccer players that does not … to speed up the process of
finding the soccer ball and other … from the ball detector, we would set the NAO robot to collect …

Dynamic Local Ball Tracking in Middle Size League Robot Soccer ERSOW based on Kaiman Filter

MM Bachtiar, IK Wibowo, R Dikarinata… - 2020 International …, 2020 - ieeexplore.ieee.org
… The performance is like how fast the robot search the ball and how the robot acquire the …
Ball tracking and goal detection for middle size soccer robot using omnidirectional camera”…

Torso-21 dataset: Typical objects in robocup soccer 2021

M Bestmann, T Engelke, N Fiedler, J Güldenstein… - Robot World Cup, 2021 - Springer
… Based on metrics used in related work, we decided to present detection results using the
mean average precision (mAP) and intersection over union (IoU) metrics. The IoU metric …

[PDF][PDF] Capturing Pose Data for RoboCup Humanoid Soccer using AprilTags and YOLO

F Schleid - 2022 - tams.informatik.uni-hamburg.de
detect the position of a robot with an average error of 10.41 cm. They also perform ball detection
… the YOLOv2 network but also more accurate and still fast. Furthermore, the capability to …

A Novel Robust Color Tag for a Highly Efficient Soccer Robot Vision System

Y Sun, S Sun - 2022 IEEE/ACIS 22nd International Conference …, 2022 - ieeexplore.ieee.org
detection [3], [4], conventional computer vision algorithms are still widely used and relevant
in robot soccer … as it balances the precise classification results and processing speed perfectly…

Towards a Computer Vision Based Approach for Developing Algorithms for Soccer Playing Robots

P Hansen, P Franco, S Kim - Reuse in Intelligent Systems, 2020 - taylorfrancis.com
detection API will be used to train a model to classify objects in images seen by the robot as
another robot or the soccer ball. … the robot and model need to be made to ensure fast enough …

Detecting Features of Middle Size Soccer Field using Omnidirectional Camera for Robot Soccer ERSOW

EA Nurrohmah, BS Bayu, MM Bachtiar… - 2020 International …, 2020 - ieeexplore.ieee.org
… Process detection in this research quite fast with 29-31 FPS. Using pixel distance samples
in the range 50 cm – 260 cm will produce the accurate of real distance from the power …

Ball Identification and Localization Using Regression for Wheeled Robot Soccer

A Firasanti, A Sujatmiko, A Fahrurozi… - 2021 7th International …, 2021 - ieeexplore.ieee.org
… the ball is detected, the localization is performed by regression method to find the function to
calculate the real position of the ball by entering the ball … in a wheeled soccer robot that has …

Towards a real-time, low-resource, end-to-end object detection pipeline for robot soccer

SK Narayanaswami, M Tec, I Durugkar, S Desai… - Robot World Cup, 2022 - Springer
… In this project, we aim to leverage these advances to develop an object detectiondetection
architectures by attending to reliable detection in the field and testing speed with the robot