YOLOD: A Target Detection Method for UAV Aerial Imagery

A Convolutional Neural Network-Based Method for Corn Stand Counting in the Field

(2021) Le Wang et al.   SENSORS

Integration of Multi-Source Geospatial Data from GNSS Receivers, Terrestrial Laser Scanners, and Unmanned Aerial Vehicles

(2021) Pawel S. Dąbrowski et al.   CANADIAN JOURNAL OF REMOTE SENSING

A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery

(2021) Lucas Prado Osco et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

MS-Faster R-CNN: Multi-Stream Backbone for Improved Faster R-CNN Object Detection and Aerial Tracking from UAV Images

(2021) Danilo Avola et al.   Remote Sensing

Extracting apple tree crown information from remote imagery using deep learning

(2020) Jintao Wu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Comparison of Object Detection and Patch-Based Classification Deep Learning Models on Mid- to Late-Season Weed Detection in UAV Imagery

(2020) Arun Narenthiran Veeranampalayam Sivakumar et al.   Remote Sensing

Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection

(2020) Yongchao Xu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Learning Approach in Aerial Imagery for Supporting Land Search and Rescue Missions

(2019) Dunja Božić-Štulić et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Coarse-to-fine object detection in unmanned aerial vehicle imagery using lightweight convolutional neural network and deep motion saliency

(2019) Jing Zhang et al.   NEUROCOMPUTING

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Using Deep Learning and Low-Cost RGB and Thermal Cameras to Detect Pedestrians in Aerial Images Captured by Multirotor UAV

(2018) Diulhio de Oliveira et al.   SENSORS

Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images

(2017) Nicolas Audebert et al.   Remote Sensing

Deep Learning Approach for Car Detection in UAV Imagery

(2017) Nassim Ammour et al.   Remote Sensing

Convolutional Neural Network Based Automatic Object Detection on Aerial Images

(2016) Igor Sevo et al.   IEEE Geoscience and Remote Sensing Letters

Scale-Aware Pixelwise Object Proposal Networks

(2016) Zequn Jie et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Vehicle detection in aerial imagery : A small target detection benchmark

(2016) Sebastien Razakarivony et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Object Detection with Discriminatively Trained Part-Based Models

(2009) P F Felzenszwalb et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE