Nothing Special   »   [go: up one dir, main page]

Xue et al., 2021 - Google Patents

Fast ship tracking algorithm for remote sensing video based on background data mining and adaptive selection

Xue et al., 2021

View PDF
Document ID
18065413122694744021
Author
Xue X
Du C
Chen Y
Wang S
Yu W
Zhang P
Publication year
Publication venue
2021 IEEE International Conference on Electronic Technology, Communication and Information (ICETCI)

External Links

Snippet

Ship tracking for remote sensing video has strong background characteristics. A single network structure hardly adapts to various environmental characteristics, where the tracking in the ocean background needs to have a strong real-time performance, while it tends to …
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
    • 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
    • G06K9/32Aligning or centering of the image pick-up or image-field
    • G06K9/3233Determination of region of interest
    • 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
    • G06K9/6201Matching; 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
    • G06K9/00624Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
    • 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
    • G06K9/68Methods or arrangements for recognition using electronic means using sequential comparisons of the image signals with a plurality of references in which the sequence of the image signals or the references is relevant, e.g. addressable memory
    • 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
    • G06T2207/10016Video; Image sequence
    • 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
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • 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
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • 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

Similar Documents

Publication Publication Date Title
An et al. DRBox-v2: An improved detector with rotatable boxes for target detection in SAR images
Li et al. Cross-layer attention network for small object detection in remote sensing imagery
Shao et al. Saliency-aware convolution neural network for ship detection in surveillance video
Zhang et al. GRS-Det: An anchor-free rotation ship detector based on Gaussian-mask in remote sensing images
CN107424171A (en) A kind of anti-shelter target tracking based on piecemeal
Zhou et al. PVT-SAR: An arbitrarily oriented SAR ship detector with pyramid vision transformer
Liu et al. D-CenterNet: An anchor-free detector with knowledge distillation for industrial defect detection
Sun et al. IRDCLNet: Instance segmentation of ship images based on interference reduction and dynamic contour learning in foggy scenes
Zhang Sr et al. A ship target tracking algorithm based on deep learning and multiple features
Li et al. A collaborative learning tracking network for remote sensing videos
Li et al. Underwater object tracker: UOSTrack for marine organism grasping of underwater vehicles
Zhao et al. Cooperative use of recurrent neural network and siamese region proposal network for robust visual tracking
Tong et al. ST-Trans: Spatial-Temporal Transformer for Infrared Small Target Detection in Sequential Images
Chai et al. Enhanced Cascade R-CNN for Multi-scale Object Detection in Dense Scenes from SAR Images
Liu et al. A multi-scale feature pyramid SAR ship detection network with robust background interference
Zhao et al. Dense Tiny Object Detection: A Scene Context Guided Approach and a Unified Benchmark
Yang et al. Foreground enhancement network for object detection in sonar images
Bai et al. Localizing from classification: Self-directed weakly supervised object localization for remote sensing images
Wang et al. Satellite Video Object Tracking based on Location Prompts
Li et al. An oriented SAR ship detector with mixed convolution channel attention module and geometric nonmaximum suppression
Liu et al. VL-MFL: UAV Visual Localization Based on Multi-Source Image Feature Learning
Xue et al. Fast ship tracking algorithm for remote sensing video based on background data mining and adaptive selection
Du et al. Infrared small target detection and tracking method suitable for different scenes
Tang et al. Salient Feature Pyramid Network for Ship Detection in SAR Images
Jiang et al. Multi-camera calibration free bev representation for 3d object detection