Implementation of Verification and Matching E-KTP with Faster R-CNN and ORB

Implementation of Verification and Matching E-KTP with Faster R-CNN and ORB

needs a solid validation that has verification and matching uploaded images. To solve this problem, this paper implementing a detection model using Faster R-CNN and a matching method using ORB (Oriented FAST and Rotated BRIEF) and KNN-BFM (K-Nearest Neighbor Brute Force Matcher). The goal of the imp...

Full description

Bibliographic Details
Main Authors:	Muhammad Muttabi Hudaya, Siti Saadah, Hendy Irawan
Format:	Article
Language:	Indonesian
Published:	Ikatan Ahli Indormatika Indonesia 2021-08-01
Series:	Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Subjects:	detection matching identity card ktp orb faster r-cnn
Online Access:	http://jurnal.iaii.or.id/index.php/RESTI/article/view/3175

Similar Items

A Deep Learning-Based Semantic Filter for RANSAC-Based Fundamental Matrix Calculation and the ORB-SLAM System
by: Chunyan Shao, et al.
Published: (2020-01-01)

An Improved Faster R-CNN for Small Object Detection
by: Changqing Cao, et al.
Published: (2019-01-01)

An Improved Faster R-CNN for Same Object Retrieval
by: Hailiang Li, et al.
Published: (2017-01-01)

PERANCANGAN EMULATOR KTP ELEKTRONIK BERBASIS JAVA CARD UNTUK MENDUKUNG PENGUJIAN FUNGSIONALITAS PEMBACA KTP ELEKTRONIK INDUSTRI NASIONAL
by: Wahyu Cesar, et al.
Published: (2016-12-01)

Defects detection of floor tiles of ancient buildings based on Faster R-CNN
by: Chen Li, et al.
Published: (2021-01-01)

Insulator Detection Method in Inspection Image Based on Improved Faster R-CNN
by: Zhenbing Zhao, et al.
Published: (2019-03-01)

Deformable Faster R-CNN with Aggregating Multi-Layer Features for Partially Occluded Object Detection in Optical Remote Sensing Images
by: Yun Ren, et al.
Published: (2018-09-01)

Geometric Recognition of Moving Objects in Monocular Rotating Imagery Using Faster R-CNN
by: Tzu-Yi Chuang, et al.
Published: (2020-06-01)

Real-Time Water Surface Object Detection Based on Improved Faster R-CNN
by: Lili Zhang, et al.
Published: (2019-08-01)

Aerial Target Tracking Algorithm Based on Faster R-CNN Combined with Frame Differencing
by: Yurong Yang, et al.
Published: (2017-06-01)

An Improved Faster R-CNN for High-Speed Railway Dropper Detection
by: Qifan Guo, et al.
Published: (2020-01-01)

RGDiNet: Efficient Onboard Object Detection with Faster R-CNN for Air-To-Ground Surveillance
by: Jongwon KIM, et al.
Published: (2021-03-01)

An Improved Faster R-CNN Pedestrian Detection Algorithm Based on Feature Fusion and Context Analysis
by: Sheping Zhai, et al.
Published: (2020-01-01)

Esophageal Abnormality Detection Using DenseNet Based Faster R-CNN With Gabor Features
by: Noha Ghatwary, et al.
Published: (2019-01-01)

Automatic Detection of Welding Defects Using Faster R-CNN
by: Sang-jin Oh, et al.
Published: (2020-12-01)

Surface Defects Recognition of Wheel Hub Based on Improved Faster R-CNN
by: Xiaohong Sun, et al.
Published: (2019-04-01)

Deteksi Spoofing Wajah Menggunakan Faster R-CNN dengan Arsitektur Resnet50 pada Video
by: Sunario Megawan, et al.
Published: (2020-08-01)

Detección de peatones en la noche usando Faster R-CNN e imágenes infrarrojas
by: Michelle Alejandra Galarza Bravo, et al.
Published: (2018-06-01)

Integrated IMU with Faster R-CNN Aided Visual Measurements from IP Cameras for Indoor Positioning
by: Lin Zhang, et al.
Published: (2018-09-01)

Cascade Faster R-CNN Detection for Vulnerable Plaques in OCT Images
by: Chao-Yu Sun, et al.
Published: (2021-01-01)

Object Recognition at Night Scene Based on DCGAN and Faster R-CNN
by: Kun Wang, et al.
Published: (2020-01-01)

Developing an Image Manipulation Detection Algorithm Based on Edge Detection and Faster R-CNN
by: Xiaoyan Wei, et al.
Published: (2019-10-01)

An Improved Faster R-CNN Method to Detect Tailings Ponds from High-Resolution Remote Sensing Images
by: Dongchuan Yan, et al.
Published: (2021-05-01)

Faster R-CNN and Geometric Transformation-Based Detection of Driver’s Eyes Using Multiple Near-Infrared Camera Sensors
by: Sung Ho Park, et al.
Published: (2019-01-01)

A blood cell dataset for lymphoma classification using faster R-CNN
by: Biaosheng Sheng, et al.
Published: (2020-01-01)

Detection of Maize Tassels from UAV RGB Imagery with Faster R-CNN
by: Yunling Liu, et al.
Published: (2020-01-01)

Detection of Escherichia Coli Bacteria in Water Using Deep Learning: A Faster R-CNN Approach
by: Hüseyin Yanık, et al.
Published: (2020-01-01)

Ship Target Detection Algorithm Based on Improved Faster R-CNN
by: Liang Qi, et al.
Published: (2019-08-01)

An Improved Faster R-CNN for Pulmonary Embolism Detection From CTPA Images
by: Hongfang Yuan, et al.
Published: (2021-01-01)

Object Detection Based on Faster R-CNN Algorithm with Skip Pooling and Fusion of Contextual Information
by: Yi Xiao, et al.
Published: (2020-09-01)

An Optimized Faster R-CNN Method Based on DRNet and RoI Align for Building Detection in Remote Sensing Images
by: Tong Bai, et al.
Published: (2020-02-01)

Evaluation of Internal Cracks in Turbine Blade Thermal Barrier Coating Using Enhanced Multi-Scale Faster R-CNN Model
by: Chen, X., et al.
Published: (2022)

Breast Mass Detection With Faster R-CNN: On the Feasibility of Learning From Noisy Annotations
by: Sina Famouri, et al.
Published: (2021-01-01)

Engineering Vehicles Detection Based on Modified Faster R-CNN for Power Grid Surveillance
by: Xuezhi Xiang, et al.
Published: (2018-07-01)

FRCNN-GNB: Cascade Faster R-CNN With Gabor Filters and Naïve Bayes for Enhanced Eye Detection
by: Ahmed Khudhur Nsaif, et al.
Published: (2021-01-01)

Measurement of Period Length and Skew Angle Patterns of Textile Cutting Pieces Based on Faster R-CNN
by: Lei Geng, et al.
Published: (2019-07-01)

EFEKTIVITAS PEMBUATAN KTP DENGAN PROGRAM SISTEM INFORMASI ADMINISTRASI KEPENDUDUKAN (SIAK)
by: Ni Luh Putu Suciptawati
Published: (2012-11-01)

An improved Faster R-CNN for defect recognition of key components of transmission line
by: Hongxia Ni, et al.
Published: (2021-05-01)

Research on Intelligent Identification of Rock Types Based on Faster R-CNN Method
by: Xiaobo Liu, et al.
Published: (2020-01-01)

Artificial Intelligence-Based Mitosis Detection in Breast Cancer Histopathology Images Using Faster R-CNN and Deep CNNs
by: Tahir Mahmood, et al.
Published: (2020-03-01)

Cannot write session to /tmp/vufind_sessions/sess_u8d2eta8n02cf23gpmium1phjf