Scale Invariant Mask R-CNN for Pedestrian Detection

Scale Invariant Mask R-CNN for Pedestrian Detection

Pedestrian detection is a challenging and active research area in computer vision. Recognizing pedestrians helps in various utility applications such as event detection in overcrowded areas, gender, and gait classification, etc. In this domain, the most recent research is based on instance segmentat...

Full description

Bibliographic Details
Main Authors:	Ujwalla H Gawande, Kamal O Hajari, Yogesh G Golhar
Format:	Article
Language:	English
Published:	Computer Vision Center Press 2020-11-01
Series:	ELCVIA Electronic Letters on Computer Vision and Image Analysis
Subjects:	Convolutional Neural Network Instance Segmentation Pedestrian Detection Mask R-CNN.
Online Access:	https://elcvia.cvc.uab.es/article/view/1278

Similar Items

Robust Pedestrian Detection and Path Prediction using Improved YOLOv5
by: Kamal Omprakash Hajari, et al.
Published: (2022-09-01)

Fusing attention mechanism with Mask R-CNN for instance segmentation of grape cluster in the field
by: Lei Shen, et al.
Published: (2022-07-01)

Protein Crystal Instance Segmentation Based on Mask R-CNN
by: Jiangping Qin, et al.
Published: (2021-02-01)

CNN-Based Crosswalk Pedestrian Situation Recognition System Using Mask-R-CNN and CDA
by: Sac Lee, et al.
Published: (2023-03-01)

Synthetic Datasets for Rebar Instance Segmentation Using Mask R-CNN
by: Haoyu Wang, et al.
Published: (2023-02-01)

An Instance Segmentation Model for Strawberry Diseases Based on Mask R-CNN
by: Usman Afzaal, et al.
Published: (2021-09-01)

SMR-RS: An Improved Mask R-CNN Specialized for Rolled Rice Stubble Row Segmentation
by: Yuanrui Li, et al.
Published: (2023-08-01)

A Method for Calculating the Leaf Area of Pak Choi Based on an Improved Mask R-CNN
by: Fei Huang, et al.
Published: (2024-01-01)

Contour Extraction of Individual Cattle From an Image Using Enhanced Mask R-CNN Instance Segmentation Method
by: Rotimi-Williams Bello, et al.
Published: (2021-01-01)

Instance segmentation scheme for roofs in rural areas based on Mask R-CNN
by: Mark Amo-Boateng, et al.
Published: (2022-08-01)

A New Approach for Fundus Lesions Instance Segmentation Based on Mask R-CNN X101-FPN Pre-Trained Architecture
by: Carlos Santos, et al.
Published: (2023-01-01)

Green Sweet Pepper Fruit and Peduncle Detection Using Mask R-CNN in Greenhouses
by: Jesús Dassaef López-Barrios, et al.
Published: (2023-05-01)

Instance Segmentation Method Based on Improved Mask R-CNN for the Stacked Electronic Components
by: Zhixian Yang, et al.
Published: (2020-05-01)

Improved Mask R-CNN Combined with Otsu Preprocessing for Rice Panicle Detection and Segmentation
by: Shilan Hong, et al.
Published: (2022-11-01)

Element detection and segmentation of mathematical function graphs based on improved Mask R-CNN
by: Jiale Lu, et al.
Published: (2023-05-01)

DeepWindows: Windows Instance Segmentation through an Improved Mask R-CNN Using Spatial Attention and Relation Modules
by: Yanwei Sun, et al.
Published: (2022-02-01)

A Novel Wood Log Measurement Combined Mask R-CNN and Stereo Vision Camera
by: Chunjiang Yu, et al.
Published: (2023-02-01)

Study of the Automatic Recognition of Landslides by Using InSAR Images and the Improved Mask R-CNN Model in the Eastern Tibet Plateau
by: Yang Liu, et al.
Published: (2022-07-01)

Utilizing Mask R-CNN for Solid-Volume Food Instance Segmentation and Calorie Estimation
by: Yanyan Dai, et al.
Published: (2022-10-01)

Mask-Refined R-CNN: A Network for Refining Object Details in Instance Segmentation
by: Yiqing Zhang, et al.
Published: (2020-02-01)

A Novel Framework Based on Mask R-CNN and Histogram Thresholding for Scalable Segmentation of New and Old Rural Buildings
by: Ying Li, et al.
Published: (2021-03-01)

MaskDis R‐CNN: An instance segmentation algorithm with adversarial network for herd pigs
by: Shuqin Tu, et al.
Published: (2023-10-01)

Evaluation of Non-Classical Decision-Making Methods in Self Driving Cars: Pedestrian Detection Testing on Cluster of Images with Different Luminance Conditions
by: Mohammad Junaid, et al.
Published: (2021-11-01)

The Delineation and Grading of Actual Crop Production Units in Modern Smallholder Areas Using RS Data and Mask R-CNN
by: Yahui Lv, et al.
Published: (2020-03-01)

Partial Atrous Cascade R-CNN
by: Mofan Cheng, et al.
Published: (2022-04-01)

The Combined Use of UAV-Based RGB and DEM Images for the Detection and Delineation of Orange Tree Crowns with Mask R-CNN: An Approach of Labeling and Unified Framework
by: Felipe Lucena, et al.
Published: (2022-09-01)

DetEEktor: Mask R-CNN based neural network for energy plant identification on aerial photographs
by: Maximilian Schulz, et al.
Published: (2021-09-01)

Segmentation Mask Refinement Using Image Transformations
by: Tung Duc Nguyen, et al.
Published: (2017-01-01)

Performance Evaluation of Different Object Detection Models for the Segmentation of Optical Cups and Discs
by: Gendry Alfonso-Francia, et al.
Published: (2022-12-01)

Mask R-CNN Based C. Elegans Detection with a DIY Microscope
by: Sebastian Fudickar, et al.
Published: (2021-07-01)

Automatic segmentation of airport pavement damage by AM‐Mask R‐CNN algorithm
by: Hao Zhang, et al.
Published: (2023-08-01)

Segmentation and measurement scheme for fish morphological features based on Mask R-CNN
by: Chuang Yu, et al.
Published: (2020-12-01)

Vehicle Detection from Unmanned Aerial Images with Deep Mask R-CNN
by: Rıdvan Yayla, et al.
Published: (2022-07-01)

Automated Detection and Segmentation of Early Gastric Cancer from Endoscopic Images Using Mask R-CNN
by: Tomoyuki Shibata, et al.
Published: (2020-05-01)

Segmentation and density statistics of mariculture cages from remote sensing images using mask R-CNN
by: Chuang Yu, et al.
Published: (2022-09-01)

Open Pose Mask R-CNN Network for Individual Cattle Recognition
by: Jianping Wang, et al.
Published: (2023-01-01)

Fish Segmentation in Sonar Images by Mask R-CNN on Feature Maps of Conditional Random Fields
by: Chin-Chun Chang, et al.
Published: (2021-11-01)

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

Detection and Segmentation of Mature Green Tomatoes Based on Mask R-CNN with Automatic Image Acquisition Approach
by: Linlu Zu, et al.
Published: (2021-11-01)

IA-Mask R-CNN: Improved Anchor Design Mask R-CNN for Surface Defect Detection of Automotive Engine Parts
by: Haijiang Zhu, et al.
Published: (2022-06-01)