[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Chatterjee et al., 2018 - Google Patents

Intelligent Road Maintenance: a Machine Learning Approach for surface Defect Detection.

Chatterjee et al., 2018

View PDF
Document ID
16418976431531923473
Author
Chatterjee S
Saeedfar P
Tofangchi S
Kolbe L
Publication year
Publication venue
ECIS

External Links

Snippet

The emergence of increased sources for Big Data through consumer recording devices gives rise to a new basis for the management and governance of public infrastructures and policy design. Road maintenance and detection of road surface defects, such as cracks …
Continue reading at www.researchgate.net (PDF) (other versions)

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46Extraction of features or characteristics of the image
    • G06K9/4604Detecting partial patterns, e.g. edges or contours, or configurations, e.g. loops, corners, strokes, intersections
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46Extraction of features or characteristics of the image
    • G06K9/4642Extraction of features or characteristics of the image by performing operations within image blocks or by using histograms
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62Methods or arrangements for recognition using electronic means
    • G06K9/6217Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10024Color image
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00624Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
    • G06K9/0063Recognising patterns in remote scenes, e.g. aerial images, vegetation versus urban areas
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62Methods or arrangements for recognition using electronic means
    • G06K9/6267Classification techniques
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10032Satellite or aerial image; Remote sensing
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30108Industrial image inspection
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20112Image segmentation details
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/40Analysis of texture
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00127Acquiring and recognising microscopic objects, e.g. biological cells and cellular parts
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30244Information retrieval; Database structures therefor; File system structures therefor in image databases
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K2209/00Indexing scheme relating to methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computer systems based on biological models
    • G06N3/02Computer systems based on biological models using neural network models

Similar Documents

Publication Publication Date Title
Chatterjee et al. Intelligent Road Maintenance: a Machine Learning Approach for surface Defect Detection.
Du et al. Pavement distress detection and classification based on YOLO network
Zhang et al. Pavement distress detection using convolutional neural network (CNN): A case study in Montreal, Canada
Hoang An artificial intelligence method for asphalt pavement pothole detection using least squares support vector machine and neural network with steerable filter‐based feature extraction
Akagic et al. Pavement crack detection using Otsu thresholding for image segmentation
Hoang et al. A novel method for asphalt pavement crack classification based on image processing and machine learning
Makantasis et al. Deep convolutional neural networks for efficient vision based tunnel inspection
Jin et al. Vehicle detection from high-resolution satellite imagery using morphological shared-weight neural networks
Naddaf-Sh et al. Real‐Time Road Crack Mapping Using an Optimized Convolutional Neural Network
JP6397379B2 (en) CHANGE AREA DETECTION DEVICE, METHOD, AND PROGRAM
Tao et al. Smoke vehicle detection based on multi-feature fusion and hidden Markov model
Han et al. Vision-based crack detection of asphalt pavement using deep convolutional neural network
Yamaguchi et al. Road crack detection interpreting background images by convolutional neural networks and a self‐organizing map
Chu et al. Deep learning method to detect the road cracks and potholes for smart cities
Chatterjee et al. Smart infrastructure monitoring: Development of a decision support system for vision-based road crack detection
Christodoulou et al. Pavement defects detection and classification using smartphone-based vibration and video signals
Kulambayev et al. A Deep Learning-Based Approach for Road Surface Damage Detection.
Christodoulou et al. Pavement patch defects detection and classification using smartphones, vibration signals and video images
Saeed et al. Gravel road classification based on loose gravel using transfer learning
Chen et al. A review on computer vision and machine learning techniques for automated road surface defect and distress detection
Ashraf et al. Efficient pavement crack detection and classification using custom YOLOv7 model
Vignesh et al. Concrete bridge crack detection using convolutional neural network
Hussain et al. Ensemble-based approach using inception V2, VGG-16, and Xception convolutional neural networks for surface cracks detection
Khoshboresh-Masouleh et al. Robust building footprint extraction from big multi-sensor data using deep competition network
CN114140698A (en) Water system information extraction algorithm based on FasterR-CNN