Tourist Mobility Patterns: Faster R-CNN Versus YOLOv7 for Places of Interest Detection

Tourist Mobility Patterns: Faster R-CNN Versus YOLOv7 for Places of Interest Detection

The mobility of tourists plays a significant role in shaping their travel experiences and the overall dynamics of a destination. In recent years, the proliferation of social media platforms has provided a rich source of visual data, allowing us to leverage the abundance of pictures shared by tourist...

Full description

Bibliographic Details
Main Authors:	Intissar Hilali, Abdullah Alfazi, Nouha Arfaoui, Ridha Ejbali
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Series:	IEEE Access
Subjects:	Conventional neural network deep learning faster R-CNN image processing object detection tourist service
Online Access:	https://ieeexplore.ieee.org/document/10323078/

Similar Items

Comparison of Faster R-CNN and YOLOv5 for Overlapping Objects Recognition
by: Muhamad Munawar Yusro, et al.
Published: (2023-06-01)

Optimizing Coral Fish Detection: Faster R-CNN, SSD MobileNet, YOLOv5 Comparison
by: Syifa Afnani Santoso, et al.
Published: (2024-04-01)

Analysis of the performance of Faster R-CNN and YOLOv8 in detecting fishing vessels and fishes in real time
by: Lotfi Ezzeddini, et al.
Published: (2024-05-01)

Enhancement of GUI Display Error Detection Using Improved Faster R-CNN and Multi-Scale Attention Mechanism
by: Xi Pan, et al.
Published: (2024-01-01)

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

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)

Traffic sign classification using CNN and detection using faster-RCNN and YOLOV4
by: Njayou Youssouf
Published: (2022-12-01)

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

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

Classification of the qilou (arcade building) using a robust image processing framework based on the Faster R-CNN with ResNet50
by: Ming Ho Li, et al.
Published: (2024-03-01)

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)

Education robot object detection with a brain-inspired approach integrating Faster R-CNN, YOLOv3, and semi-supervised learning
by: Qing Hong, et al.
Published: (2024-01-01)

INTELLIGENT SYSTEM FOR AUTOMATIC CLASSIFICATION OF FRUIT DEFECT USING FASTER REGION-BASED CONVOLUTIONAL NEURAL NETWORK (FASTER R-CNN)
by: Hasan Basri, et al.
Published: (2019-07-01)

Balinese Script Handwriting Recognition Using Faster R-CNN
by: Alif Adwitiya Pratama, et al.
Published: (2023-11-01)

Two-Stage Object Detection for Autonomous Vehicles With VGG-16 Based Faster R-CNN
by: Arnetta Listiana Dewi, et al.
Published: (2024-08-01)

A High-Precision Detection Method of Apple Leaf Diseases Using Improved Faster R-CNN
by: Xulu Gong, et al.
Published: (2023-01-01)

Leguminous seeds detection based on convolutional neural networks: Comparison of Faster R-CNN and YOLOv4 on a small custom dataset
by: Noran S. Ouf
Published: (2023-06-01)

The Role of Faster R-CNN Algorithm in the Internet of Things to Detect Mask Wearing: The Endemic Preparations
by: Marah Doly Nasution, et al.
Published: (2023-11-01)

Fruit identification using improved Faster R-CNN model
by: JIAN Yanping, et al.
Published: (2023-10-01)

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 Implementation of Traffic Signs and Road Objects Detection Using Faster R-CNN
by: Cüneyt Bayılmış, et al.
Published: (2022-08-01)

MSF-CSPNet: A Specially Designed Backbone Network for Faster R-CNN
by: Feitao Li, et al.
Published: (2024-01-01)

Crack Detection and Comparison Study Based on Faster R-CNN and Mask R-CNN
by: Xiangyang Xu, et al.
Published: (2022-02-01)

Improved Faster R-CNN for the Detection Method of Industrial Control Logic Graph Recognition
by: Shilin Wu, et al.
Published: (2022-08-01)

Classification of Coconut Trees Within Plantations from UAV Images Using Deep Learning with Faster R-CNN and Mask R-CNN
by: Morakot Worachairungreung, et al.
Published: (2024-12-01)

An OpenCL-Based FPGA Accelerator for Faster R-CNN
by: Jianjing An, et al.
Published: (2022-09-01)

Detection Mature Bud for Daylily Based on Faster R-CNN Integrated With CBAM
by: Junhui Feng, et al.
Published: (2023-01-01)

Identification of Asbestos Slates in Buildings Based on Faster Region-Based Convolutional Neural Network (Faster R-CNN) and Drone-Based Aerial Imagery
by: Dong-Min Seo, et al.
Published: (2022-08-01)

A Robust Faster R-CNN Model with Feature Enhancement for Rust Detection of Transmission Line Fitting
by: Zhimin Guo, et al.
Published: (2022-10-01)

Automatic Detection of Helmets on Motorcyclists Using Faster - RCNN
by: Aliyyah Nur Azhari, et al.
Published: (2022-10-01)

Identification and Depth Localization of Clustered Pod Pepper Based on Improved Faster R-CNN
by: Shihao Zhong, et al.
Published: (2022-01-01)

Pest Detection Based on Lightweight Locality-Aware Faster R-CNN
by: Kai-Run Li, et al.
Published: (2024-10-01)

Implementation of Verification and Matching E-KTP with Faster R-CNN and ORB
by: Muhammad Muttabi Hudaya, et al.
Published: (2021-08-01)

A Faster R-CNN-Based Model for the Identification of Weed Seedling
by: Ye Mu, et al.
Published: (2022-11-01)

Automatic Real-Time Detection of Infant Drowning Using YOLOv5 and Faster R-CNN Models Based on Video Surveillance
by: Qianen He, et al.
Published: (2023-03-01)

Detection and classification of Brandt’s vole burrow clusters utilizing GF-2 satellite imagery and faster R-CNN model
by: Changqing Sun, et al.
Published: (2024-03-01)

Bazı Bağ Hastalıklarının Faster R-CNN Modeli ile Otomatik Tespit Edilmesi ve Sınıflandırılması
by: Ziya Altaş, et al.
Published: (2023-01-01)

Detection of K-complexes in EEG waveform images using faster R-CNN and deep transfer learning
by: Natheer Khasawneh, et al.
Published: (2022-11-01)

Intelligent Detection of Parcels Based on Improved Faster R-CNN
by: Ke Zhao, et al.
Published: (2022-07-01)