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Drone-Action: An Outdoor Recorded Drone Video Dataset for Action Recognition

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01249-6_23openalex-snapshot

The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking

inferredcites →https://doi.org/10.1007/978-3-030-11012-3_9openalex-snapshot

UAV-GESTURE: A Dataset for UAV Control and Gesture Recognition

inferredcites →https://doi.org/10.1007/978-3-319-46448-0openalex-snapshot

Computer Vision – ECCV 2016

inferredcites →https://doi.org/10.1007/978-3-319-46448-0_27openalex-snapshot

A Benchmark and Simulator for UAV Tracking

inferredcites →https://doi.org/10.1007/978-3-319-46454-1openalex-snapshot

Computer Vision – ECCV 2016

inferredcites →https://doi.org/10.1007/978-3-319-46484-8_33openalex-snapshot

Learning Social Etiquette: Human Trajectory Understanding In Crowded Scenes

inferredcites →https://doi.org/10.1007/978-3-319-56538-5_24openalex-snapshot

VBII-UAV: Vision-Based Infrastructure Inspection-UAV

inferredcites →https://doi.org/10.1007/978-3-540-24673-2_3openalex-snapshot

High Accuracy Optical Flow Estimation Based on a Theory for Warping

inferredcites →https://doi.org/10.1007/s11042-015-2921-xopenalex-snapshot

Fast medium-scale multiperson identification in aerial videos

inferredcites →https://doi.org/10.1007/s12559-018-9577-6openalex-snapshot

Human Pose and Path Estimation from Aerial Video Using Dynamic Classifier Selection

inferredcites →https://doi.org/10.1007/s12652-019-01212-6openalex-snapshot

An intelligent flying system for automatic detection of faults in photovoltaic plants

inferredcites →https://doi.org/10.1016/j.eswa.2017.09.029openalex-snapshot

Abnormal behavior recognition for intelligent video surveillance systems: A review

inferredcites →https://doi.org/10.1016/j.imavis.2017.01.010openalex-snapshot

Going deeper into action recognition: A survey

inferredcites →https://doi.org/10.1016/j.isprsjprs.2015.02.009openalex-snapshot

UAV photogrammetry for topographic monitoring of coastal areas

inferredcites →https://doi.org/10.1016/j.jvcir.2015.11.002openalex-snapshot

Vehicle detection in aerial imagery : A small target detection benchmark

inferredcites →https://doi.org/10.1109/access.2018.2864672openalex-snapshot

Multi-Object Tracking by Flying Cameras Based on a Forward-Backward Interaction

inferredcites →https://doi.org/10.1109/aero.2008.4526559openalex-snapshot

Human Body Detection and Geolocalization for UAV Search and Rescue Missions Using Color and Thermal Imagery

inferredcites →https://doi.org/10.1109/cvpr.2010.5540147openalex-snapshot

Human identity recognition in aerial images

inferredcites →https://doi.org/10.1109/cvpr.2011.5995586openalex-snapshot

A large-scale benchmark dataset for event recognition in surveillance video

inferredcites →https://doi.org/10.1109/cvpr.2014.223openalex-snapshot

Large-Scale Video Classification with Convolutional Neural Networks

inferredcites →https://doi.org/10.1109/cvpr.2014.302openalex-snapshot

Mixing Body-Part Sequences for Human Pose Estimation

inferredcites →https://doi.org/10.1109/cvpr.2015.7298676openalex-snapshot

Finding action tubes

inferredcites →https://doi.org/10.1109/cvpr.2015.7298698openalex-snapshot

ActivityNet: A large-scale video benchmark for human activity understanding

inferredcites →https://doi.org/10.1109/cvpr.2016.213openalex-snapshot

Convolutional Two-Stream Network Fusion for Video Action Recognition

inferredcites →https://doi.org/10.1109/cvpr.2017.143openalex-snapshot

Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields

inferredcites →https://doi.org/10.1109/cvpr.2018.00418openalex-snapshot

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images

inferredcites →https://doi.org/10.1109/cvpr.2018.00768openalex-snapshot

Through-Wall Human Pose Estimation Using Radio Signals

inferredcites →https://doi.org/10.1109/cvprw.2017.267openalex-snapshot

Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection

inferredcites →https://doi.org/10.1109/fg.2011.5771448openalex-snapshot

Tracking body and hands for gesture recognition: NATOPS aircraft handling signals database

inferredcites →https://doi.org/10.1109/fg.2015.7285023openalex-snapshot

Privacy in mini-drone based video surveillance

inferredcites →https://doi.org/10.1109/fg.2019.8756593openalex-snapshot

DroneSURF: Benchmark Dataset for Drone-based Face Recognition

inferredcites →https://doi.org/10.1109/iccv.2005.28openalex-snapshot

Actions as space-time shapes

inferredcites →https://doi.org/10.1109/iccv.2009.5459361openalex-snapshot

Spatio-temporal relationship match: Video structure comparison for recognition of complex human activities

inferredcites →https://doi.org/10.1109/iccv.2013.280openalex-snapshot

From Actemes to Action: A Strongly-Supervised Representation for Detailed Action Understanding

inferredcites →https://doi.org/10.1109/iccv.2013.396openalex-snapshot

Towards Understanding Action Recognition

inferredcites →https://doi.org/10.1109/iccv.2015.368openalex-snapshot

P-CNN: Pose-Based CNN Features for Action Recognition

inferredcites →https://doi.org/10.1109/iccv.2019.00876openalex-snapshot

HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization

inferredcites →https://doi.org/10.1109/icdis.2018.00035openalex-snapshot

Hand Gesture Controlled Drones: An Open Source Library

inferredcites →https://doi.org/10.1109/icip.2015.7351245openalex-snapshot

Privacy in mini-drone based video surveillance

inferredcites →https://doi.org/10.1109/icpr.2002.1044748openalex-snapshot

Person-on-person violence detection in video data

inferredcites →https://doi.org/10.1109/icpr.2004.1334462openalex-snapshot

Recognizing human actions: a local SVM approach

inferredcites →https://doi.org/10.1109/icra.2017.7989347openalex-snapshot

UAV-based crop and weed classification for smart farming

inferredcites →https://doi.org/10.1109/itsc.2018.8569552openalex-snapshot

The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems

inferredcites →https://doi.org/10.1109/mprv.2017.11openalex-snapshot

Help from the Sky: Leveraging UAVs for Disaster Management

inferredcites →https://doi.org/10.1109/sibgrapi.2010.38openalex-snapshot

Violence Detection in Video Using Spatio-Temporal Features

inferredcites →https://doi.org/10.1109/tsmc.2018.2804766openalex-snapshot

A UAV Video Dataset for Mosaicking and Change Detection From Low-Altitude Flights

inferredcites →https://doi.org/10.1109/tsmcc.2012.2220133openalex-snapshot

On the Human–Machine Interaction of Unmanned Aerial System Mission Specialists

inferredcites →https://doi.org/10.1145/3083187.3083214openalex-snapshot

DroneFace

inferredcites →https://doi.org/10.1145/3173386.3176967openalex-snapshot

Forecasting Hand Gestures for Human-Drone Interaction

inferredcites →https://doi.org/10.1177/001316446002000104openalex-snapshot

A Coefficient of Agreement for Nominal Scales

inferredcites →https://doi.org/10.1186/s12938-017-0395-yopenalex-snapshot

Remote monitoring of cardiorespiratory signals from a hovering unmanned aerial vehicle

inferredcites →https://doi.org/10.2307/2529310openalex-snapshot

The Measurement of Observer Agreement for Categorical Data

inferredcites →https://doi.org/10.3390/aerospace2020189openalex-snapshot

Unmanned Aerial Systems (UAS) Research Opportunities

inferredcites →https://doi.org/10.3390/drones3020040openalex-snapshot

A Review on the Use of Unmanned Aerial Vehicles and Imaging Sensors for Monitoring and Assessing Plant Stresses

inferredcites →https://doi.org/10.48550/arxiv.1406.2199openalex-snapshot

Two-Stream Convolutional Networks for Action Recognition in Videos

inferredcites →https://doi.org/10.48550/arxiv.1704.01426openalex-snapshot

The UMCD Dataset

inferredcites →https://doi.org/10.48550/arxiv.1705.06950openalex-snapshot

The Kinetics Human Action Video Dataset

inferredcites →https://doi.org/10.48550/arxiv.1804.07437openalex-snapshot

Vision Meets Drones: A Challenge

inferredcites →https://doi.org/10.5244/c.28.6openalex-snapshot

Return of the Devil in the Details: Delving Deep into Convolutional Nets

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1002/rob.22065openalex-snapshot

Characteristics of optical flow from aerial thermal imaging, “thermal flow”

inferred← citeshttps://doi.org/10.1007/978-3-031-19836-6_37openalex-snapshot

FAR: Fourier Aerial Video Recognition

inferred← citeshttps://doi.org/10.1007/978-3-031-47590-0_9openalex-snapshot

UAV-Based IoT Applications for Action Recognition

inferred← citeshttps://doi.org/10.1007/978-981-16-0336-5_5openalex-snapshot

Robot Motion Control Using OpenPose

inferred← citeshttps://doi.org/10.1007/978-981-97-5791-6_24openalex-snapshot

Enhancement of Drone Facial Images with Low Resolution Based on Super-Resolution Generative Adversarial Network (SRGAN)

inferred← citeshttps://doi.org/10.1007/978-981-97-6591-1_19openalex-snapshot

Effectiveness of Synthetic Image Data in Training Human Action Recognition Models

inferred← citeshttps://doi.org/10.1007/978-981-99-8138-0_43openalex-snapshot

Multi-level Attention Network with Weather Suppression for All-Weather Action Detection in UAV Rescue Scenarios

inferred← citeshttps://doi.org/10.1007/s00138-024-01535-1openalex-snapshot

AP-TransNet: a polarized transformer based aerial human action recognition framework

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Human detection in UAV imagery using deep learning: a review

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Applications, databases and open computer vision research from drone videos and images: a survey

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Proposing a cross-correlational-gated recurrent unit neural network for engine block assembly action recognition

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Insights into aerial intelligence: assessing CNN-based algorithms for human action recognition and object detection in diverse environments

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A review of video-based human activity recognition: theory, methods and applications

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Applying TS-DBN model into sports behavior recognition with deep learning approach

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Commanding a drone through body poses, improving the user experience

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Enhancing aerial human action recognition through GAN-boosted ResNeXt architecture with squeeze-and-excitation network

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CrowdVoxel-Net: Voxelized geometry and transformer-based multimodal fusion for activity recognition and anomaly detection in UAV-based crowded scenes

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A comprehensive review on computer vision analysis of aerial data

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Ground-to-Aerial Scene Adaptation: Unsupervised drone video action recognition via domain adaptation

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A review on object detection in unmanned aerial vehicle surveillance

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Human activity recognition from UAV videos using a novel DMLC-CNN model

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UAVs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility

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Drone-based human motion capture: A review

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Diving deep into human action recognition in aerial videos: A survey

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DroneAttention: Sparse weighted temporal attention for drone-camera based activity recognition

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Aeriform in-action: A novel dataset for human action recognition in aerial videos

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Methods for Measuring Geodiversity in Large Overhead Imagery Datasets

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An Elliptical Modeling Supported System for Human Action Deep Recognition Over Aerial Surveillance

inferred← citeshttps://doi.org/10.1109/access.2023.3302353openalex-snapshot

Aerial Insights: Deep Learning-Based Human Action Recognition in Drone Imagery

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Skeletal Keypoint-Based Transformer Model for Human Action Recognition in Aerial Videos

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The Effects of Different Image Parameters on Human Action Recognition Models Trained on Real and Synthetic Image Data

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U-ActionNet: Dual-Pathway Fourier Networks With Region-of-Interest Module for Efficient Action Recognition in UAV Surveillance

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Crowd Anomaly Detection From Drone and Ground

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Machine Learning for Predicting User Satisfaction in Human–Robot Interaction (HRI) Teleoperation Tasks

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A New Approach for Action Recognition used in Proximal Control of UAVs

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Video Action Recognition in Noisy Environments Using Deep Learning Techniques

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Drone-Based Activity Recognition via Dynamic Features and Deep Learning

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Drone-Based Video Surveillance Using Yolov6 and Neuro Fuzzy Classifier

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Flying Ad Hoc Coverage Area Mobility Model for Post-Disaster Area based on Two Drones

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AZTR: Aerial Video Action Recognition with Auto Zoom and Temporal Reasoning

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Implementation of a Natural User Interface to Command a Drone

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SWTA: Sparse Weighted Temporal Attention for Drone-Based Activity Recognition

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Towards Gesture-based Cooperation with Cargo Handling Unmanned Aerial Vehicles: A Conceptual Approach

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Detecting Violent Behaviour on Edge Using Convolutional Neural Networks

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Proximal Control of UAVs With Federated Learning for Human-Robot Collaborative Domains

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FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification

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Deep Saliency Smoothing Hashing for Drone Image Retrieval

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Motion-Consistent Representation Learning for UAV-Based Action Recognition

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MITFAS: Mutual Information based Temporal Feature Alignment and Sampling for Aerial Video Action Recognition

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PMI Sampler: Patch Similarity Guided Frame Selection For Aerial Action Recognition

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Real-time human action recognition from aerial videos using autozoom and synthetic data

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Towards Gesture-Based Cooperation with Cargo Handling Unmanned Aerial Vehicles

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Multi-Resolution Face Recognition with Drones

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Alleviating Spatial Misalignment and Motion Interference for UAV-based Video Recognition

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Bi-LSTM Model to Recognize Human Activities in UAV Videos using Inflated I3D-ConvNet

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3D-aware Select, Expand, and Squeeze Token for Aerial Action Recognition

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Building Smart Surveillance Solutions for Livestock Farms

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[Paper] Multiple Human Tracking with Alternately Updating Trajectories and Multi-Frame Action Features

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Unmanned aerial vehicles for human detection and recognition using neural-network model

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A Survey of Human Gait-Based Artificial Intelligence Applications

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Analysis of Various Machine Learning Algorithms for Using Drone Images in Livestock Farms

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Human Attribute Recognition— A Comprehensive Survey

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Body-Pose-Guided Action Recognition with Convolutional Long Short-Term Memory (LSTM) in Aerial Videos

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5G-Enabled Security Scenarios for Unmanned Aircraft: Experimentation in Urban Environment

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Flying Free: A Research Overview of Deep Learning in Drone Navigation Autonomy

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Background Invariant Faster Motion Modeling for Drone Action Recognition

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Development of a Novel Lightweight CNN Model for Classification of Human Actions in UAV-Captured Videos

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A Survey of Computer Vision Methods for 2D Object Detection from Unmanned Aerial Vehicles

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A Review of Modern Thermal Imaging Sensor Technology and Applications for Autonomous Aerial Navigation

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Real-Time Human Detection and Gesture Recognition for On-Board UAV Rescue

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Vision-Based HAR in UAV Videos Using Histograms and Deep Learning Techniques

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Asymmetric Dual-Stream Transformers for AI-Driven Vision-Based Human Movement Assessment via Deep Features and GAT Classifier

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Gesture Recognition for UAV-based Rescue Operation based on Deep Learning

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A Review of Modern Thermal Imaging Sensor Technology and Applications for Autonomous Aerial Navigation

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Approches basées sur les variétés pour la reconnaissance des actions et des gestes

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