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This work proposes a feature-based probabilistic data association and tracking approach (FBPDATA) for multi-object tracking. FBPDATA is based on re-identification and tracking of individual video image points (feature points) and aims at solving the problems of partial, split (fragmented), bloated or missed detections, which are due to sensory or algorithmic restrictions, limited field of view of the sensors, as well as occlusion situations.
gestörte Detektionenfeature-based --- probabilistic --- merkmalsbasiert --- probabilistisch --- Datenassoziation --- object tracking --- corrupted detections --- data association --- Objektverfolgung
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Doping in Sports. --- Physical Exertion --- Substance Abuse Detection. --- 613.83 --- Doping in sports --- -Drug testing --- -Drug abuse --- Drug abuse screening --- Screening for drug abuse --- Testing for drug abuse --- Medical screening --- Drugs in sports --- Athletes --- Drugs --- Sports --- Sports medicine --- Drug Abuse Detection --- Drug Abuse Screening --- Illicit Drug Detection --- Street Drug Detection --- Drug Abuse Testing --- Illicit Drug Testing --- Street Drug Testing --- Substance Abuse Testing --- Detection, Drug Abuse --- Detection, Illicit Drug --- Detection, Street Drug --- Detection, Substance Abuse --- Detections, Drug Abuse --- Detections, Illicit Drug --- Detections, Street Drug --- Detections, Substance Abuse --- Drug Abuse Detections --- Drug Abuse Screenings --- Drug Abuse Testings --- Drug Testing, Illicit --- Drug Testings, Illicit --- Illicit Drug Detections --- Illicit Drug Testings --- Screening, Drug Abuse --- Screenings, Drug Abuse --- Street Drug Detections --- Street Drug Testings --- Substance Abuse Detections --- Substance Abuse Testings --- Testing, Drug Abuse --- Testing, Illicit Drug --- Testing, Street Drug --- Testing, Substance Abuse --- Testings, Drug Abuse --- Testings, Illicit Drug --- Testings, Street Drug --- Testings, Substance Abuse --- Enzyme Multiplied Immunoassay Technique --- Mandatory Testing --- Sports Blood Doping --- Blood Doping --- Blood Doping, Sports --- Blood Dopings --- Blood Dopings, Sports --- Doping in Sport --- Doping, Blood --- Dopings, Blood --- Dopings, Sports Blood --- Sport, Doping in --- Sports Blood Dopings --- Sports, Doping in --- in Sport, Doping --- in Sports, Doping --- Performance-Enhancing Substances --- drug effects. --- Narcotics --- Congresses --- Testing --- Drug use --- Corrupt practices --- Drug testing --- Doping in Sports --- Exertion --- Substance Abuse --- Congresses. --- congresses. --- drug effects --- diagnosis --- -drug effects. --- 613.83 Narcotics --- -613.83 Narcotics --- Drug abuse --- Drug effects --- Diagnosis --- Substance Abuse Detection
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Audiology. --- Hearing Disorders. --- Hearing. --- Psychoacoustics. --- Psychophysiology. --- Signal Detection, Psychological. --- Signal Detection Analysis --- Signal Detection Theory --- Signal Detection (Psychology) --- Analyses, Signal Detection --- Analysis, Signal Detection --- Detection, Psychological Signal --- Detection, Signal (Psychology) --- Detections, Psychological Signal --- Detections, Signal (Psychology) --- Psychological Signal Detection --- Psychological Signal Detections --- Signal Detection Analyses --- Signal Detection Theories --- Signal Detections (Psychology) --- Signal Detections, Psychological --- Theories, Signal Detection --- Theory, Signal Detection --- Sensory Thresholds --- Mind-Body Relationship (Physiology) --- Physiologic Psychology --- Physiological Psychology --- Psychology, Physiologic --- Mind-Body Relations (Physiology) --- Psychology, Physiological --- Mind Body Relations (Physiology) --- Mind Body Relationship (Physiology) --- Mind-Body Relation (Physiology) --- Mind-Body Relationships (Physiology) --- Physiologic Psychologies --- Psychologies, Physiologic --- Relation, Mind-Body (Physiology) --- Relations, Mind-Body (Physiology) --- Relationship, Mind-Body (Physiology) --- Relationships, Mind-Body (Physiology) --- Psychosomatic Medicine --- Mind-Body Relations, Metaphysical --- Psychoacoustic --- Acoustics --- Audition --- Distorted Hearing --- Dysacusis --- Paracousis --- Paracusis --- Hearing Disorder --- Hearing, Distorted --- Otolaryngology --- Periodicals --- Audiology --- Neurotology --- Hearing --- Hearing Disorders --- Psychoacoustics --- Psychophysiology --- Health Sciences --- Life Sciences --- General and Others --- Surgery --- Genetics --- Vestibular apparatus --- Auditory pathways --- Auditory pathways. --- Vestibular apparatus. --- Signal Detection, Psychological
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Audiology --- Vestibular apparatus --- Auditory pathways --- Audiology. --- Auditory pathways. --- Vestibular apparatus. --- Audiology. --- Hearing. --- Hearing Disorders. --- Psychoacoustics. --- Psychophysiology. --- Signal Detection, Psychological. --- Auditory system --- Afferent pathways --- Hearing --- Equilibrium (Physiology) --- Labyrinth (Ear) --- Distorted Hearing --- Dysacusis --- Paracousis --- Paracusis --- Hearing Disorder --- Hearing, Distorted --- Signal Detection Analysis --- Signal Detection Theory --- Signal Detection (Psychology) --- Analyses, Signal Detection --- Analysis, Signal Detection --- Detection, Psychological Signal --- Detection, Signal (Psychology) --- Detections, Psychological Signal --- Detections, Signal (Psychology) --- Psychological Signal Detection --- Psychological Signal Detections --- Signal Detection Analyses --- Signal Detection Theories --- Signal Detections (Psychology) --- Signal Detections, Psychological --- Theories, Signal Detection --- Theory, Signal Detection --- Sensory Thresholds --- Mind-Body Relationship (Physiology) --- Physiologic Psychology --- Physiological Psychology --- Psychology, Physiologic --- Mind-Body Relations (Physiology) --- Psychology, Physiological --- Mind Body Relations (Physiology) --- Mind Body Relationship (Physiology) --- Mind-Body Relation (Physiology) --- Mind-Body Relationships (Physiology) --- Physiologic Psychologies --- Psychologies, Physiologic --- Relation, Mind-Body (Physiology) --- Relations, Mind-Body (Physiology) --- Relationship, Mind-Body (Physiology) --- Relationships, Mind-Body (Physiology) --- Psychosomatic Medicine --- Mind-Body Relations, Metaphysical --- Psychoacoustic --- Acoustics --- Audition --- Otolaryngology
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The reprint focuses on artificial intelligence-based learning approaches and their applications in remote sensing fields. The explosive development of machine learning, deep learning approaches and its wide applications in signal processing have been witnessed in remote sensing. The new developments in remote sensing have led to a high resolution monitoring of ground on a global scale, giving a huge amount of ground observation data. Thus, artificial intelligence-based deep learning approaches and its applied signal processing are required for remote sensing. These approaches can be universal or specific tools of artificial intelligence, including well known neural networks, regression methods, decision trees, etc. It is worth compiling the various cutting-edge techniques and reporting on their promising applications.
Technology: general issues --- History of engineering & technology --- Environmental science, engineering & technology --- pine wilt disease dataset --- GIS application visualization --- test-time augmentation --- object detection --- hard negative mining --- video synthetic aperture radar (SAR) --- moving target --- shadow detection --- deep learning --- false alarms --- missed detections --- synthetic aperture radar (SAR) --- on-board --- ship detection --- YOLOv5 --- lightweight detector --- remote sensing image --- spectral domain translation --- generative adversarial network --- paired translation --- synthetic aperture radar --- ship instance segmentation --- global context modeling --- boundary-aware box prediction --- land-use and land-cover --- built-up expansion --- probability modelling --- landscape fragmentation --- machine learning --- support vector machine --- frequency ratio --- fuzzy logic --- artificial intelligence --- remote sensing --- interferometric phase filtering --- sparse regularization (SR) --- deep learning (DL) --- neural convolutional network (CNN) --- semantic segmentation --- open data --- building extraction --- unet --- deeplab --- classifying-inversion method --- AIS --- atmospheric duct --- ship detection and classification --- rotated bounding box --- attention --- feature alignment --- weather nowcasting --- ResNeXt --- radar data --- spectral-spatial interaction network --- spectral-spatial attention --- pansharpening --- UAV visual navigation --- Siamese network --- multi-order feature --- MIoU --- imbalanced data classification --- data over-sampling --- graph convolutional network --- semi-supervised learning --- troposcatter --- tropospheric turbulence --- intercity co-channel interference --- concrete bridge --- visual inspection --- defect --- deep convolutional neural network --- transfer learning --- interpretation techniques --- weakly supervised semantic segmentation --- n/a
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