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

Cheng et al., 2024 - Google Patents

Anti-UAV Detection Method Based on Local-Global Feature Focusing Module

Cheng et al., 2024

Document ID
4413581407003807787
Author
Cheng Q
Li J
Du J
Li S
Publication year
Publication venue
2024 IEEE 7th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)

External Links

Snippet

When applied to the task of small UAV target detection on visual images, YOLOv5 algorithm suffered false positive and false negative a lot. An improved method based on YOLOv5 is proposed to deal with this situation. A Local-Global Feature Focusing Module is designed at …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6288—Fusion techniques, i.e. combining data from various sources, e.g. sensor fusion
    • G06K9/629—Fusion techniques, i.e. combining data from various sources, e.g. sensor fusion of extracted features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6267—Classification techniques
    • G06K9/6268—Classification techniques relating to the classification paradigm, e.g. parametric or non-parametric approaches
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00624—Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
    • G06K9/00771—Recognising scenes under surveillance, e.g. with Markovian modelling of scene activity
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46—Extraction of features or characteristics of the image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00288—Classification, e.g. identification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221—Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00268—Feature extraction; Face representation
    • G06K9/00281—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S3/00—Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic, or electromagnetic waves, or particle emission, not having a directional significance, are being received
    • G01S3/78—Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic, or electromagnetic waves, or particle emission, not having a directional significance, are being received using electromagnetic waves other than radio waves
    • G01S3/782—Systems for determining direction or deviation from predetermined direction
    • G01S3/785—Systems for determining direction or deviation from predetermined direction using adjustment of orientation of directivity characteristics of a detector or detector system to give a desired condition of signal derived from that detector or detector system
    • G01S3/786—Systems for determining direction or deviation from predetermined direction using adjustment of orientation of directivity characteristics of a detector or detector system to give a desired condition of signal derived from that detector or detector system the desired condition being maintained automatically, i.e. tracking systems
    • G01S3/7864—T.V. type tracking systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion

Similar Documents

Publication Publication Date Title
US12072705B2 (en) Intelligent decision-making method and system for unmanned surface vehicle
CN109255286B (en) Unmanned aerial vehicle optical rapid detection and identification method based on deep learning network framework
CN109682378A (en) A kind of unmanned plane indoor positioning and multi-object tracking method based entirely on visual information
CN109635750A (en) A kind of compound convolutional neural networks images of gestures recognition methods under complex background
Zhizhong et al. Research on multi UAV target detection algorithm in the air based on improved CenterNet
Dai et al. Overview of UAV target detection algorithms based on deep learning
Wang et al. Forest smoke detection based on deep learning and background modeling
Liu et al. [Retracted] Self‐Correction Ship Tracking and Counting with Variable Time Window Based on YOLOv3
Niu et al. UAV detection based on improved YOLOv4 object detection model
Liu et al. Target detection and tracking algorithm based on improved Mask RCNN and LMB
CN111354016A (en) Unmanned aerial vehicle ship tracking method and system based on deep learning and difference value hashing
Ding et al. Research on UAV detection technology of Gm-APD Lidar based on YOLO model
Du et al. Infrared small target detection and tracking method suitable for different scenes
Liu et al. Object detection algorithm based on lightweight YOLOv4 for UAV
Cheng et al. Anti-UAV Detection Method Based on Local-Global Feature Focusing Module
Xie et al. A research of object detection on UAVs aerial images
Tian et al. Fully Convolutional Network-Based Fast UAV Detection in Pulse Doppler Radar
Qiwei et al. SAR image ship detection based on improved YOLOv4
Wang et al. Target Detection and Recognition of UAV Aerial Images Based on Improved YOLOv5
Jiang et al. Detection and tracking method of small-sized UAV based on YOLOv5
Xing et al. Computationally efficient RGB-t UAV detection and tracking system
Qiu et al. Yolo-based detection technology for aerial infrared targets
Bie et al. UAV recognition and tracking method based on YOLOv5
Bai et al. Pedestrian Tracking and Trajectory Analysis for Security Monitoring
Xiao et al. Object detection algorithm combined with dynamic and static for air target intrusion