Deep Learning RetinaNet based Car Detection for Smart Transportation Network

Deep Learning RetinaNet based Car Detection for Smart Transportation Network

ABSTRAK Deteksi objek yang merupakan salah satu bagian utama dari sistem Smart Transportasion Network (STN) diajukan pada penelitian ini. Penelitian ini menggunakan salah satu model STN yaitu Infrastructure-to-Vehicle (I2V), dimana sistem ini bekerja dengan mendeteksi kendaraan mobil menggunakan mo...

Full description

Bibliographic Details
Main Authors:	IRMA AMELIA DEWI, LISA KRISTIANA, ARSYAD RAMADHAN DARLIS, REZA FADILAH DWIPUTRA
Format:	Article
Language:	Indonesian
Published:	Teknik Elektro Institut Teknologi Nasional Bandung 2019-09-01
Series:	Jurnal Elkomika
Subjects:	object detection retinanet resnet101 stn vlc i2v
Online Access:	https://ejurnal.itenas.ac.id/index.php/elkomika/article/view/3014

Similar Items

An improved performance of RetinaNet model for hand-gun detection in custom dataset and real time surveillance video
by: Pyone Pyone Khin, et al.
Published: (2024-02-01)

Lung-RetinaNet: Lung Cancer Detection Using a RetinaNet With Multi-Scale Feature Fusion and Context Module
by: Rabbia Mahum, et al.
Published: (2023-01-01)

A-RetinaNet: A novel RetinaNet with an asymmetric attention fusion mechanism for dim and small drone detection in infrared images
by: Zhijing Xu, et al.
Published: (2023-01-01)

An Improved Lightweight RetinaNet for Ship Detection in SAR Images
by: Tian Miao, et al.
Published: (2022-01-01)

Wheat Ear Recognition Based on RetinaNet and Transfer Learning
by: Jingbo Li, et al.
Published: (2021-07-01)

Small Object Detection Oriented Improved-RetinaNet Model and Its Application
by: LUO Yue-tong, JIANG Pei-feng, DUAN Chang, ZHOU Bo
Published: (2021-10-01)

Spider Mites Detection in Wheat Field Based on an Improved RetinaNet
by: Denghao Pang, et al.
Published: (2022-12-01)

Perbandingan Deteksi Letak Polip pada Citra Colonoscopy menggunakan CNN dengan Arsitektur RetinaNet
by: RONALDO DAVE JONATHAN, et al.
Published: (2022-10-01)

DY-RetinaNet Based Identification of Common Species at Beehive Nest Gates
by: Xianming Hu, et al.
Published: (2022-06-01)

Interpretable Geometry Problem Solving Using Improved RetinaNet and Graph Convolutional Network
by: Pengpeng Jian, et al.
Published: (2023-11-01)

YOLF-ShipPnet: Improved RetinaNet with Pyramid Vision Transformer
by: Zhiruo Qiu, et al.
Published: (2023-04-01)

Research on Recognition of Fly Species Based on Improved RetinaNet and CBAM
by: Yantong Chen, et al.
Published: (2020-01-01)

Visual Recognition of Traffic Signs in Natural Scenes Based on Improved RetinaNet
by: Shangwang Liu, et al.
Published: (2022-01-01)

Keyword Detection Based on RetinaNet and Transfer Learning for Personal Information Protection in Document Images
by: Guo-Shiang Lin, et al.
Published: (2021-10-01)

Comparison of RetinaNet, SSD, and YOLO v3 for real-time pill identification
by: Lu Tan, et al.
Published: (2021-11-01)

FE-RetinaNet: Small Target Detection with Parallel Multi-Scale Feature Enhancement
by: Hong Liang, et al.
Published: (2021-05-01)

Ungulate Detection and Species Classification from Camera Trap Images Using RetinaNet and Faster R-CNN
by: Alekss Vecvanags, et al.
Published: (2022-02-01)

High precision detection algorithm based on improved RetinaNet for defect recognition of transmission lines
by: Jun Liu, et al.
Published: (2020-11-01)

Deep RetinaNet-Based Detection and Classification of Road Markings by Visible Light Camera Sensors
by: Toan Minh Hoang, et al.
Published: (2019-01-01)

Comparison of RetinaNet-Based Single-Target Cascading and Multi-Target Detection Models for Administrative Regions in Network Map Pictures
by: Kaixuan Du, et al.
Published: (2022-10-01)

An Analysis of Distance Extension Method in Visible Light Communication (VLC) Performance
by: LISA KRISTIANA, et al.
Published: (2020-01-01)

ResNet101 Model Performance Enhancement in Classifying Rice Diseases with Leaf Images
by: Galih Wasis Wicaksono, et al.
Published: (2023-03-01)

A Deep Learning Review of ResNet Architecture for Lung Disease Identification in CXR Image
by: Syifa Auliyah Hasanah, et al.
Published: (2023-12-01)

Application Combining VMD and ResNet101 in Intelligent Diagnosis of Motor Faults
by: Shih-Lin Lin
Published: (2021-09-01)

Sistem Komunikasi Suara Bawah Air dengan Metoda Simplex menggunakan Visible Light Communication (VLC)
by: LUCIA JAMBOLA, et al.
Published: (2019-05-01)

Color Filter Identification for Bidirectional Visible Light Communication
by: ARSYAD RAMADHAN DARLIS, et al.
Published: (2018-07-01)

Unified deep learning models for enhanced lung cancer prediction with ResNet-50–101 and EfficientNet-B3 using DICOM images
by: Vinod Kumar, et al.
Published: (2024-03-01)

Klasifikasi Penyakit Padi berdasarkan Citra Daun Menggunakan Model Terlatih Resnet101
by: Ulfah Nur Oktaviana, et al.
Published: (2021-12-01)

Storm-Drain and Manhole Detection Using the RetinaNet Method
by: Anderson Santos, et al.
Published: (2020-08-01)

A novel ResNet101 model based on dense dilated convolution for image classification
by: Qi Zhang
Published: (2021-12-01)

A Fine-Tuned RetinaNet for Real-Time Lettuce Detection
by: Eko Wahyu Prasetyo, et al.
Published: (2024-03-01)

The role of SWI sequence during the preoperative targeting of the subthalamic nucleus for deep brain stimulation in Parkinson's disease: A retrospective cohort study
by: Luigi Gianmaria Remore, et al.
Published: (2024-04-01)

A New Compact Method Based on a Convolutional Neural Network for Classification and Validation of Tomato Plant Disease
by: Shivali Amit Wagle, et al.
Published: (2022-09-01)

Intelligent Diagnosis and Classification of Keratitis
by: Hiam Alquran, et al.
Published: (2022-05-01)

The Use of an Incremental Learning Algorithm for Diagnosing COVID-19 from Chest X-ray Images
by: Rimah Amami, et al.
Published: (2022-06-01)

The High Light Response in Arabidopsis Requires the Calcium Sensor Protein CAS, a Target of STN7- and STN8-Mediated Phosphorylation
by: Edoardo Cutolo, et al.
Published: (2019-07-01)

Fine-tuned RetinaNet models for Vision-based Human Presence Detection
by: Tang, Jin Cheng, et al.
Published: (2022)

IR Building Analysis with Extraction of Elements Using Image Segmentation and RetinaNet
by: Ivana Walter, et al.
Published: (2022-12-01)

Automatic Detection and Counting of Blood Cells in Smear Images Using RetinaNet
by: Grzegorz Drałus, et al.
Published: (2021-11-01)

Improved Ship Object Detection in Low-Illumination Environments Using RetinaMFANet
by: Ruixin Ma, et al.
Published: (2022-12-01)