Object detection recognition and robot grasping based on machine learning: A survey
With the rapid development of machine learning, its powerful function in the machine vision
field is increasingly reflected. The combination of machine vision and robotics to achieve the …
field is increasingly reflected. The combination of machine vision and robotics to achieve the …
FPGA-based implementation of classification techniques: A survey
Recently, a number of classification techniques have been introduced. However, processing
large dataset in a reasonable time has become a major challenge. This made classification …
large dataset in a reasonable time has become a major challenge. This made classification …
Real world object detection dataset for quadcopter unmanned aerial vehicle detection
M Pawełczyk, M Wojtyra - IEEE Access, 2020 - ieeexplore.ieee.org
Recent years have shown a noticeable rise in the number of incidents with drones, related to
both civilian and military installations. While drone neutralization techniques have become …
both civilian and military installations. While drone neutralization techniques have become …
A low-power analog integrated implementation of the support vector machine algorithm with on-chip learning tested on a bearing fault application
A novel analog integrated implementation of a hardware-friendly support vector machine
algorithm that can be a part of a classification system is presented in this work. The utilized …
algorithm that can be a part of a classification system is presented in this work. The utilized …
A survey of FPGA-based vision systems for autonomous cars
On the road to making self-driving cars a reality, academic and industrial researchers are
working hard to continue to increase safety while meeting technical and regulatory …
working hard to continue to increase safety while meeting technical and regulatory …
Fast Iris localization using Haar-like features and AdaBoost algorithm
Traditional iris recognition methods, which are still preferred against artificial intelligence (AI)
approaches in practical applications, are often required to capture high-grade iris samples …
approaches in practical applications, are often required to capture high-grade iris samples …
Identification of extremely similar animal fibers based on matched filter and HOG-SVM
W Xing, N Deng, B Xin, Y Liu, Y Chen, Z Zhang - IEEE Access, 2019 - ieeexplore.ieee.org
Identification of extremely similar animal fibers has always been one of the challenging
research topics in the textile field. In this paper, an improved image-based recognition …
research topics in the textile field. In this paper, an improved image-based recognition …
Road Accident Prevention System
T Hovorushchenko, O Pavlova… - 2023 13th …, 2023 - ieeexplore.ieee.org
In the modern world, road safety remains a relevant issue as the number of vehicles on the
road continues to grow. The alarming statistics of accidents, injuries and fatalities …
road continues to grow. The alarming statistics of accidents, injuries and fatalities …
[HTML][HTML] Exploration of advanced computer technology to address analytical and noise improvement issues in machine learning
Computer-based visual recognition technology combined with deep learning enables
accurate image matching through interactive, multi-level comparison. Currently, popular …
accurate image matching through interactive, multi-level comparison. Currently, popular …
FPGA-based object detection processor with HOG feature and SVM classifier
Computer vision is an important sensing technique to translate the information to decisions.
In robotic applications, object detection is a critical skill to perform tasks for robots in complex …
In robotic applications, object detection is a critical skill to perform tasks for robots in complex …