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ISDNet: AI-enabled Instance Segmentation of Aerial Scenes for Smart Cities

https://doi.org/10.1145/3418205
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-030-01264-9_45openalex-snapshot
CornerNet: Detecting Objects as Paired Keypoints
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VisDrone-VDT2018: The Vision Meets Drone Video Detection and Tracking Challenge Results
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Learning to Refine Object Segments
inferredcites →https://doi.org/10.1007/978-981-15-4018-9_32openalex-snapshot
3D CNN with Localized Residual Connections for Hyperspectral Image Classification
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Scheduling drone charging for multi-drone network based on consensus time-stamp and game theory
inferredcites →https://doi.org/10.1016/j.comcom.2020.05.025openalex-snapshot
PARTH: A two-stage lightweight mutual authentication protocol for UAV surveillance networks
inferredcites →https://doi.org/10.1016/j.vehcom.2020.100249openalex-snapshot
Applications of blockchain in unmanned aerial vehicles: A review
inferredcites →https://doi.org/10.1049/iet-cvi.2018.5206openalex-snapshot
ANTIC: antithetic isomeric cluster patterns for medical image retrieval and change detection
inferredcites →https://doi.org/10.1080/10095020.2017.1420509openalex-snapshot
A survey on vision-based UAV navigation
inferredcites →https://doi.org/10.1109/access.2018.2873617openalex-snapshot
Semantic SLAM Based on Object Detection and Improved Octomap
inferredcites →https://doi.org/10.1109/access.2019.2907789openalex-snapshot
DA-PMHT for Multistatic Passive Radar Multitarget Tracking in Dense Clutter Environment
inferredcites →https://doi.org/10.1109/access.2020.2966580openalex-snapshot
Road Detection Based on Shearlet for GF-3 Synthetic Aperture Radar Images
inferredcites →https://doi.org/10.1109/access.2020.2992341openalex-snapshot
A Comprehensive Review of the COVID-19 Pandemic and the Role of IoT, Drones, AI, Blockchain, and 5G in Managing its Impact
inferredcites →https://doi.org/10.1109/aero.2019.8741612openalex-snapshot
A Framework for UAV Navigation and Exploration in GPS-Denied Environments
inferredcites →https://doi.org/10.1109/cvpr.2014.81openalex-snapshot
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2015.7298641openalex-snapshot
Deformable part models are convolutional neural networks
inferredcites →https://doi.org/10.1109/cvpr.2016.650openalex-snapshot
CRAFT Objects from Images
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/cvpr.2017.106openalex-snapshot
Feature Pyramid Networks for Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2017.634openalex-snapshot
Aggregated Residual Transformations for Deep Neural Networks
inferredcites →https://doi.org/10.1109/cvpr.2017.690openalex-snapshot
YOLO9000: Better, Faster, Stronger
inferredcites →https://doi.org/10.1109/cvpr.2018.00132openalex-snapshot
COCO-Stuff: Thing and Stuff Classes in Context
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.2018.00644openalex-snapshot
Cascade R-CNN: Delving Into High Quality Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2018.00913openalex-snapshot
Path Aggregation Network for Instance Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2019.00511openalex-snapshot
Hybrid Task Cascade for Instance Segmentation
inferredcites →https://doi.org/10.1109/cvprw.2016.90openalex-snapshot
Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/iccv.2015.169openalex-snapshot
Fast R-CNN
inferredcites →https://doi.org/10.1109/iccv.2015.178openalex-snapshot
Learning Deconvolution Network for Semantic Segmentation
inferredcites →https://doi.org/10.1109/iccv.2017.322openalex-snapshot
Mask R-CNN
inferredcites →https://doi.org/10.1109/iccv.2019.00832openalex-snapshot
SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects
inferredcites →https://doi.org/10.1109/iccv.2019.00840openalex-snapshot
Clustered Object Detection in Aerial Images
inferredcites →https://doi.org/10.1109/iceic49074.2020.9051269openalex-snapshot
Small Object Detection in Aerial Imagery using RetinaNet with Anchor Optimization
inferredcites →https://doi.org/10.1109/icip.2019.8803262openalex-snapshot
SSSDET: Simple Short and Shallow Network for Resource Efficient Vehicle Detection in Aerial Scenes
inferredcites →https://doi.org/10.1109/icmla.2016.0054openalex-snapshot
A Next-Generation Secure Cloud-Based Deep Learning License Plate Recognition for Smart Cities
inferredcites →https://doi.org/10.1109/icpr.2018.8545504openalex-snapshot
CANDID: Robust Change Dynamics and Deterministic Update Policy for Dynamic Background Subtraction
inferredcites →https://doi.org/10.1109/ictc.2018.8539671openalex-snapshot
IoT Based UAV Platform for Emergency Services
inferredcites →https://doi.org/10.1109/icuas.2014.6842317openalex-snapshot
Autonomous navigation of UAV in forest
inferredcites →https://doi.org/10.1109/lgrs.2019.2923564openalex-snapshot
AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual Data
inferredcites →https://doi.org/10.1109/lsp.2019.2952253openalex-snapshot
3DFR: A Swift 3D Feature Reductionist Framework for Scene Independent Change Detection
inferredcites →https://doi.org/10.1109/tgrs.2018.2841808openalex-snapshot
Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network
inferredcites →https://doi.org/10.1109/tii.2017.2683528openalex-snapshot
Intelligent Fault Diagnosis of the High-Speed Train With Big Data Based on Deep Neural Networks
inferredcites →https://doi.org/10.1109/tip.2019.2919937openalex-snapshot
High-Resolution Encoder–Decoder Networks for Low-Contrast Medical Image Segmentation
inferredcites →https://doi.org/10.1109/tpami.2016.2577031openalex-snapshot
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
inferredcites →https://doi.org/10.1109/tpami.2017.2699184openalex-snapshot
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
inferredcites →https://doi.org/10.1109/tpami.2018.2858826openalex-snapshot
Focal Loss for Dense Object Detection
inferredcites →https://doi.org/10.1109/tpami.2020.2974745openalex-snapshot
Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection
inferredcites →https://doi.org/10.1109/tvt.2020.2977036openalex-snapshot
A Distributed Framework for Energy Trading Between UAVs and Charging Stations for Critical Applications
inferredcites →https://doi.org/10.1109/wacv.2018.00162openalex-snapshot
Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing Imagery
inferredcites →https://doi.org/10.1109/wacv45572.2020.9093324openalex-snapshot
MotionRec: A Unified Deep Framework for Moving Object Recognition
inferredcites →https://doi.org/10.1109/wi-iat.2009.132openalex-snapshot
Autonomous UAV Surveillance in Complex Urban Environments
inferredcites →https://doi.org/10.3141/2519-03openalex-snapshot
Automated Pedestrian Safety Analysis at a Signalized Intersection in New York City: Automated Data Extraction for Safety Diagnosis and Behavioral Study
inferredcites →https://doi.org/10.3390/app10031057openalex-snapshot
Vision-Based Potential Pedestrian Risk Analysis on Unsignalized Crosswalk Using Data Mining Techniques
inferredcites →https://doi.org/10.3390/s19184021openalex-snapshot
Improved Traffic Sign Detection and Recognition Algorithm for Intelligent Vehicles
inferredcites →https://doi.org/10.3390/s19214779openalex-snapshot
Internet of Unmanned Aerial Vehicles—A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management
inferredcites →https://doi.org/10.3390/s19224855openalex-snapshot
Multi-Level Features Extraction for Discontinuous Target Tracking in Remote Sensing Image Monitoring
inferredcites →https://doi.org/10.3390/s20010112openalex-snapshot
Distributed Architecture to Integrate Sensor Information: Object Recognition for Smart Cities
inferredcites →https://doi.org/10.48550/arxiv.1506.06204openalex-snapshot
Learning to Segment Object Candidates
inferredcites →https://doi.org/10.48550/arxiv.1905.12886openalex-snapshot
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images

What points at this work

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

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Fundamental Overview of Medical Scientific Data Sharing
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Model-agnostic explainable artificial intelligence methods in finance: a systematic review, recent developments, limitations, challenges and future directions
inferred← citeshttps://doi.org/10.1007/s11053-025-10462-5openalex-snapshot
Interpretability Analysis of Data Augmented Convolutional Neural Network in Mineral Prospectivity Mapping Using Black-Box Visualization Tools
inferred← citeshttps://doi.org/10.1007/s11554-021-01166-zopenalex-snapshot
A real-time efficient object segmentation system based on U-Net using aerial drone images
inferred← citeshttps://doi.org/10.1007/s11760-023-02992-3openalex-snapshot
A transformer-based UAV instance segmentation model TF-YOLOv7
inferred← citeshttps://doi.org/10.1007/s12559-023-10179-8openalex-snapshot
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence
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Sliding mode based backstepping control for UAV-UAV interception strategy with K-mean clustering
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Integrating machine learning with agroecosystem modelling: Current state and future challenges
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Semantic Riverscapes: Perception and evaluation of linear landscapes from oblique imagery using computer vision
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Leveraging artificial intelligence in eosinophilic esophagitis
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A survey on state-of-the-art computing for cyber-physical systems
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DSMNet: dual-stream Mamba with global context encoding and frequency-domain detail compensation for RGB-T segmentation
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A Review on the Role of Machine Learning in Enabling IoT Based Healthcare Applications
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Unsupervised Haze Removal for Aerial Imagery Based on Asymmetric Contrastive CycleGAN
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AgriSegNet: Deep Aerial Semantic Segmentation Framework for IoT-Assisted Precision Agriculture
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A Comprehensive Review on Limitations of Autonomous Driving and Its Impact on Accidents and Collisions
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3530515openalex-snapshot
GLFRNet: Global-Local Feature Refusion Network for Remote Sensing Image Instance Segmentation
inferred← citeshttps://doi.org/10.1109/tim.2021.3121485openalex-snapshot
A Lightweight Adaptive RoI Extraction Network for Precise Aerial Image Instance Segmentation
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Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images
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DroneSegNet: Robust Aerial Semantic Segmentation for UAV-Based IoT Applications
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Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing
inferred← citeshttps://doi.org/10.1145/3664647.3681419openalex-snapshot
Adaptive Pruning of Channel Spatial Dependability in Convolutional Neural Networks
inferred← citeshttps://doi.org/10.17798/bitlisfen.1473041openalex-snapshot
Evaluating the Effectiveness of Panoptic Segmentation Through Comparative Analysis
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Addressing the Black-Box Challenge: Confidence Index Approach to Grading of Open-Ended Assessments in Accounting Education
inferred← citeshttps://doi.org/10.33187/jmsm.1505481openalex-snapshot
Modeling and Analysis of Kamikaze UAV Design with 3 Different Wing Configurations
inferred← citeshttps://doi.org/10.3390/make8030054openalex-snapshot
Deceptive Waypoint Sequencing Based UAV–UAV Interception Control Using DBSCAN Learning Strategy
inferred← citeshttps://doi.org/10.3390/rs14164107openalex-snapshot
IoT Enabled Deep Learning Based Framework for Multiple Object Detection in Remote Sensing Images
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The Role of IoT in Shaping the Future of Geospatial AI
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Impact of Artificial Intelligence in Urban Tourism
inferred← citeshttps://doi.org/10.5194/isprs-archives-xliii-b2-2021-433-2021openalex-snapshot
AUTOMATIC OBJECT SEGMENTATION TO SUPPORT CRISIS MANAGEMENT OF LARGE-SCALE EVENTS
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