[go: up one dir, main page]

Hanson et al., 2022 - Google Patents

Occluded object detection and exposure in cluttered environments with automated hyperspectral anomaly detection

Hanson et al., 2022

View HTML
Document ID
5518312352040901096
Author
Hanson N
Lvov G
Padir T
Publication year
Publication venue
Frontiers in Robotics and AI

External Links

Snippet

Cluttered environments with partial object occlusions pose significant challenges to robot manipulation. In settings composed of one dominant object type and various undesirable contaminants, occlusions make it difficult to both recognize and isolate undesirable objects …
Continue reading at www.frontiersin.org (HTML) (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
    • 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
    • G06K9/6268Classification techniques relating to the classification paradigm, e.g. parametric or non-parametric approaches
    • 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
    • G06K9/6256Obtaining sets of training patterns; Bootstrap methods, e.g. bagging, boosting
    • 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
    • G06K9/6279Classification techniques relating to the number of classes
    • 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
    • G06K9/6201Matching; Proximity measures
    • G06K9/6202Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • 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
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • 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
    • G06K9/20Image acquisition
    • 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
    • G06K9/00771Recognising scenes under surveillance, e.g. with Markovian modelling of scene activity
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00Subject matter not provided for in other groups of this subclass
    • 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
    • G06K7/00Methods or arrangements for sensing record carriers, e.g. for reading patterns
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K17/00Methods or arrangements for effecting co-operative working between equipments covered by two or more of the preceding main groups, e.g. automatic card files incorporating conveying and reading operations

Similar Documents

Publication Publication Date Title
Hanson et al. Occluded object detection and exposure in cluttered environments with automated hyperspectral anomaly detection
Chu et al. Learning affordance segmentation for real-world robotic manipulation via synthetic images
Redmon et al. Real-time grasp detection using convolutional neural networks
Shang et al. Fuzzy-rough feature selection aided support vector machines for mars image classification
Rodrigues et al. Modeling and assessing an intelligent system for safety in human-robot collaboration using deep and machine learning techniques
Siepmann et al. Deploying a modeling framework for reusable robot behavior to enable informed strategies for domestic service robots
Davis et al. HOG feature human detection system
Rogers et al. Simultaneous localization and mapping with learned object recognition and semantic data association
Thillaiarasu et al. Enhancing Security Through Real-Time Classification of Normal and Abnormal Human Activities: A YOLOv7-SVM Hybrid Approach.
Awotunde et al. Multiple colour detection of RGB images using machine learning algorithm
Mazanov et al. Hyperspectral data driven solid waste classification
Bianchini et al. Recursive neural networks learn to localize faces
Kurnaz et al. Alet (automated labeling of equipment and tools): A dataset for tool detection and human worker safety detection
Thevarasa et al. Weighted ensemble algorithm for aerial imaging based mosquito breeding sites classification
Bianchini et al. Recursive neural networks for object detection
Banerjee et al. Evaluation of State-of-the-Art Deep Learning Techniques for Plant Disease and Pest Detection
Grünauer et al. Learning the floor type for automated detection of dirt spots for robotic floor cleaning using Gaussian mixture models
Qian et al. Robust visual tracking via sparse representation under subclass discriminant constraint
Fernandes Gomes et al. Garmnet: Improving global with local perception for robotic laundry folding
Raju et al. Advancements in automated plant disease detection: a comprehensive review of imaging technologies and deep learning applications
Madani et al. A soft-computing-based approach to artificial visual attention using human eye-fixation paradigm: toward a human-like skill in robot vision
Khan et al. Model-based recognition in robot vision for monitoring built environments
Kurian et al. Advancing safety and efficiency in human-robot interaction
Velte Semantic image segmentation combining visible and near-infrared channels with depth information
Ezigbo et al. A Decision Tree-Based 6-Degree-of-Freedom Robotic Crop Sorting System