03979nam 2200817z- 450 991057687160332120220621(CKB)5720000000008460(oapen)https://directory.doabooks.org/handle/20.500.12854/84556(oapen)doab84556(EXLCZ)99572000000000846020202206d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAdvances in Object and Activity Detection in Remote Sensing ImageryBaselMDPI - Multidisciplinary Digital Publishing Institute20221 online resource (170 p.)3-0365-4229-9 3-0365-4230-2 The recent revolution in deep learning has enabled considerable development in the fields of object and activity detection. Visual object detection tries to find objects of target classes with precise localisation in an image and assign each object instance a corresponding class label. At the same time, activity recognition aims to determine the actions or activities of an agent or group of agents based on sensor or video observation data. It is a very important and challenging problem to detect, identify, track, and understand the behaviour of objects through images and videos taken by various cameras. Together, objects and their activity recognition in imaging data captured by remote sensing platforms is a highly dynamic and challenging research topic. During the last decade, there has been significant growth in the number of publications in the field of object and activity recognition. In particular, many researchers have proposed application domains to identify objects and their specific behaviours from air and spaceborne imagery. This Special Issue includes papers that explore novel and challenging topics for object and activity detection in remote sensing images and videos acquired by diverse platforms.History of engineering & technologybicsscTechnology: general issuesbicssc3D simulationadaptive dynamic refined single-stage transformer detectorair-to-ground synchronizationarbitrary-oriented object detection in satellite optical imageryconvolutional neural network (CNN)cross-view matchingcrowd estimationdeep learningdeep learning (DL)dronedynamic feature refinementfeature pyramid network (FPN)feature pyramid transformergreen view index (GVI)habitat identificationinvasive speciesmulti-camera systemmultiview semantic vegetation indexn/aquad feature pyramid network (Quad-FPN)RGB vegetation indexsemantic segmentationship detectionsimilarity algorithm for water extractionspace alignmentspatiotemporal feature mapsynthetic aperture radar (SAR)synthetic crowd datathermal imagingtidal flat waterUAV-assisted calibrationunmanned aerial vehicleurban forestryurban vegetationview-invariant descriptionYOLOv3History of engineering & technologyTechnology: general issuesUlhaq Anwaaredt1323487Gomes Douglas Pinto SampaioedtUlhaq AnwaarothGomes Douglas Pinto SampaioothBOOK9910576871603321Advances in Object and Activity Detection in Remote Sensing Imagery3035615UNINA