An Image-based Object Tracking Technique for Identification of Moving Sediment Grains on Bed Deposits
Sign Up to like & getrecommendations! Published in 2018 at "KSCE Journal of Civil Engineering"
DOI: 10.1007/s12205-017-0576-z
Abstract: Entrainment of moving grains in gravel beds has been the subject of many studies to improve the understanding of sediment entrainment. In this paper, following the recent trends to automatically extract the essential information from… read more here.
Keywords: image based; based object; object tracking; sediment ... See more keywords
Equation-based object-oriented modeling and simulation of data center cooling systems
Sign Up to like & getrecommendations! Published in 2019 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2019.06.037
Abstract: Abstract In this paper, we introduce a newly developed open source data center package in the Modelica Buildings library to support modeling and simulation of cooling and control systems of data centers. The data center… read more here.
Keywords: equation based; center; based object; data center ... See more keywords
Deep learning based object tracking for 3D microstructure reconstruction.
Sign Up to like & getrecommendations! Published in 2022 at "Methods"
DOI: 10.1016/j.ymeth.2022.04.001
Abstract: In medical and material science, 3D reconstruction is of great importance for quantitative analysis of microstructures. After the image segmentation process of serial slices, in order to reconstruct each local structure in volume data, it… read more here.
Keywords: reconstruction; learning based; object tracking; based object ... See more keywords
Automated Detection of Spinal Schwannomas Utilizing Deep Learning Based on Object Detection from MRI.
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DOI: 10.1097/brs.0000000000003749
Abstract: STUDY DESIGN A retrospective analysis of magnetic resonance imaging (MRI) was conducted. OBJECTIVE This study aims to develop an automated system for the detection of spinal schwannoma, by employing deep learning based on object detection… read more here.
Keywords: detection spinal; object detection; mri; based object ... See more keywords
Review of Deep Reinforcement Learning-Based Object Grasping: Techniques, Open Challenges, and Recommendations
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DOI: 10.1109/access.2020.3027923
Abstract: The motivation behind our work is to review and analyze the most relevant studies on deep reinforcement learning-based object manipulation. Various studies are examined through a survey of existing literature and investigation of various aspects,… read more here.
Keywords: reinforcement learning; learning based; deep reinforcement; based object ... See more keywords
Pattern Matching Based on Object Graphs
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DOI: 10.1109/access.2021.3128575
Abstract: Pattern matching has been widely adopted in functional programming languages, and is gradually getting popular in OO languages, from Scala to Python. The structural pattern matching currently in use has its foundation on algebraic data… read more here.
Keywords: pattern matching; extension; object graphs; pattern ... See more keywords
A Survey of Deep Learning-based Object Detection Methods and Datasets for Overhead Imagery
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3149052
Abstract: Significant advancements and progress made in recent computer vision research enable more effective processing of various objects in high-resolution overhead imagery obtained by various sources from drones, airplanes, and satellites. In particular, overhead images combined… read more here.
Keywords: overhead images; based object; detection; object detection ... See more keywords
A Deep Learning-Based Object Detection Scheme by Improving YOLOv5 for Sprouted Potatoes Datasets
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3192406
Abstract: Detecting and eliminating sprouted potatoes is a basic measure before potato storage, which can effectively improve the quality of potatoes before storage and reduce economic losses due to potato spoilage and decay. In this paper,… read more here.
Keywords: sprouted potatoes; based object; detection; deep learning ... See more keywords
MD3D: Mixture-Density-Based 3D Object Detection in Point Clouds
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3210108
Abstract: The design factors of anchor boxes, such as shape, placement, and target assignment policy, greatly influence the performance and latency of the 3D object detectors. Unlike image-based 2D anchors, 3D anchors must be placed in… read more here.
Keywords: based object; mixture; density based; detection ... See more keywords
CP-CNN: Computational Parallelization of CNN-based Object Detectors in Heterogeneous Embedded Systems for Autonomous Driving
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3280552
Abstract: The success of research using convolutional neural network (CNN)-based camera sensor processing for autonomous driving has accelerated the development of autonomous driving vehicles. Since autonomous driving algorithms require high-performance computing for fast and accurate perception,… read more here.
Keywords: based object; heterogeneous embedded; cnn based; object detectors ... See more keywords
SWDet: Anchor-Based Object Detector for Solid Waste Detection in Aerial Images
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3218958
Abstract: As we all know, waste pollution is one of the most serious environmental issues in the world. Efficient detection of solid waste (SW) in aerial images can improve subsequent waste classification and automatic sorting on… read more here.
Keywords: based object; waste; solid waste; anchor based ... See more keywords