Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives | Paper Citation Record

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This paper cites State-of-the-art and future research challenges in uav swarms.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives State-of-the-art and future research challenges in uav swarms

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives A survey on channel sounding technologies and measurements for UAV-assisted communications

Reference 2

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Real-time object detection in agricultural/remote environments using the multiple-expert colour feature extreme learning machine (MEC-ELM)

Reference 3

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Machine learning algorithms for urban land use planning: A review.Urban Science 2021, 5, 68

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Strategies for optimized uav surveillance in various tasks and scenarios: A review

Reference 5

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives A systematic review of trustworthy artificial intelligence applications in natural disasters

Reference 6

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Detection and tracking of large number of targets in wide area surveillance

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives UAV environmental perception and autonomous obstacle avoidance: A deep learning and depth camera combined solution

Reference 8

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This paper cites The view from above: A survey of the public’s perception of unmanned aerial vehicles and privacy.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives The view from above: A survey of the public’s perception of unmanned aerial vehicles and privacy

Reference 9

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives YOLO9000: better, faster, stronger

Reference 10

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives You only look once: Unified, real-time object detection

Reference 11

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Faster R-CNN: Towards real-time object detection with region proposal networks

Reference 12

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives AI Mapping Risks to Wildlife in Tanzania: Rapid scanning aerial images to flag the changing frontier of human-wildlife proximity

Reference 13

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Car detection in low resolution aerial images

Reference 14

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives What's in a Name? Beyond Class Indices for Image Recognition

Reference 15

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Open-set recognition: A good closed-set classifier is all you need? 2021

Reference 16

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Open Vocabulary Scene Parsing

Reference 17

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Open-Vocabulary Object Detection Using Captions

Reference 18

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This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Learning Transferable Visual Models From Natural Language Supervision

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This paper cites Optimizing the Trade-Off between Single-Stage and Two-Stage Deep Object Detectors using Image Difficulty Prediction.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Optimizing the Trade-Off between Single-Stage and Two-Stage Deep Object Detectors using Image Difficulty Prediction

Reference 21

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Mask R-CNN

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives You Only Look Once: Unified, Real-Time Object Detection

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives YOLOv3: An Incremental Improvement

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This paper cites In Computer Vision – ECCV 2016 ; Springer International Publishing, 2016; p.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives In Computer Vision – ECCV 2016 ; Springer International Publishing, 2016; p

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Focal Loss for Dense Object Detection

Reference 29

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Focal Loss for Dense Object Detection

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Feature Pyramid Networks for Object Detection

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Effective Fusion Factor in FPN for Tiny Object Detection

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Generalized focal loss: learning qualified and distributed bounding boxes for dense object detection

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Recent advances in open set recognition: A survey

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Convolutional prototype network for open set recognition

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Application of local fully Convolutional Neural Network combined with YOLO v5 algorithm in small target detection of remote sensing image

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Real-Time Flying Object Detection with YOLOv8

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Yolov8: A novel object detection algorithm with enhanced performance and robustness

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Simple open-vocabulary object detection

Reference 40

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Learning to prompt for open-vocabulary object detection with vision-language model

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives RegionCLIP: Region-based Language-Image Pretraining

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Toward open vocabulary aerial object detection with clip-activated student-teacher learning

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives RemoteCLIP: A Vision Language Foundation Model for Remote Sensing

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Advancing open-set object detection in remote sensing using multimodal large language model

Reference 46

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives PaLM 2 Technical Report

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Llama 2: Open Foundation and Fine-Tuned Chat Models

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives RT-OVAD: Real-Time Open-Vocabulary Aerial Object Detection via Image-Text Collaboration

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Locate anything on earth: Advancing open-vocabulary object detection for remote sensing community

Reference 50

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives LLaMA-Unidetector: An LLaMA-Based Universal Framework for Open-Vocabulary Object Detection in Remote Sensing Imagery

Reference 52

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Zero-shot aerial object detection with visual description regularization

Reference 53

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives DETRs Beat YOLOs on Real-time Object Detection

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives LLaMA: Open and Efficient Foundation Language Models

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Making sense of implementation theories, models, and frameworks

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Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives FEDS: a framework for evaluation in design science research

Reference 57

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d591eda7-2404-49f0-b819-692b44e5886e · outbound

This paper cites Microsoft COCO: Common Objects in Context.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Microsoft COCO: Common Objects in Context

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:32.712111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93ff7001-b557-438b-82fa-bf2f25bb6e80 · outbound

This paper cites LVIS: A Dataset for Large Vocabulary Instance Segmentation.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives LVIS: A Dataset for Large Vocabulary Instance Segmentation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:32.793139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9c4bc74-8fae-481c-92a7-d2be069d3f49 · outbound

This paper cites V3Det: Vast Vocabulary Visual Detection Dataset.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives V3Det: Vast Vocabulary Visual Detection Dataset

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:32.880873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76aab595-0265-44ac-91a9-474b032b6eec · outbound

This paper cites How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:32.966149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c08a36e-8b55-4a05-bf34-50716f0b3756 · outbound

This paper cites Orientation robust object detection in aerial images using deep convolutional neural network.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Orientation robust object detection in aerial images using deep convolutional neural network

Reference 62

Resolution: malformed identifier; no resolver link, observed 2026-08-06T20:20:33.024765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3855d90-0f26-4641-9f6e-bac4f79e589e · outbound

This paper cites Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks

Reference 63

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:20:38.270000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b522c30-5b7b-4c8f-b527-5446a0a1b384 · outbound

This paper cites A high resolution optical satellite image dataset for ship recognition and some new baselines.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives A high resolution optical satellite image dataset for ship recognition and some new baselines

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:42.491375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be8b63df-9748-4e3c-b6fe-9cf50ef981c1 · outbound

This paper cites Multi-class geospatial object detection and geographic image clas- sification based on collection of part detectors.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Multi-class geospatial object detection and geographic image clas- sification based on collection of part detectors

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:42.243154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4fd30f71-2178-4cd5-b374-4b21127c31b3 · outbound

This paper cites Random Access Memories: A New Paradigm for Target Detection in High Resolution Aerial Remote Sensing Images.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Random Access Memories: A New Paradigm for Target Detection in High Resolution Aerial Remote Sensing Images

Reference 66

Resolution: malformed identifier; no resolver link, observed 2026-08-06T20:20:33.311983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d6204f2-2b8a-4c66-870f-431216267db7 · outbound

This paper cites DOTA: A large-scale dataset for object detection in aerial images.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives DOTA: A large-scale dataset for object detection in aerial images

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:41.958109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5710d81b-0a27-4856-b169-b3cb3a656f0e · outbound

This paper cites Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Hierarchical and Robust Convolutional Neural Network for Very High-Resolution Remote Sensing Object Detection

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:33.453688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 989ca371-be4f-4822-af96-c042fc426d36 · outbound

This paper cites Multisized Object Detection Using Spaceborne Optical Imagery.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Multisized Object Detection Using Spaceborne Optical Imagery

Reference 69

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:20:37.890077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc2664b9-e9bf-474a-8861-6d859bd2c673 · outbound

This paper cites Object detection in optical remote sensing images: A survey and a new benchmark.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Object detection in optical remote sensing images: A survey and a new benchmark

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:41.672952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0ad3232a-9e14-4095-97ee-39c369e1a4b8 · outbound

This paper cites Anchor-free oriented proposal generator for object detection.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Anchor-free oriented proposal generator for object detection

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:41.379193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7359e34-2b2b-4cbe-9595-20b5ed4ba9ff · outbound

This paper cites Object detection in aerial images: A large-scale benchmark and challenges.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Object detection in aerial images: A large-scale benchmark and challenges

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:41.129704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b2d0d481-c9fe-4d67-a53a-78226f04a50f · outbound

This paper cites xView: Objects in Context in Overhead Imagery.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives xView: Objects in Context in Overhead Imagery

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:33.823416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2293ccd-f272-46d0-a4f4-2da1e77d4c9a · outbound

This paper cites Zero-shot object detection.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Zero-shot object detection

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:40.867777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 63ffdda9-9b36-4d02-b422-4ba69393dddb · outbound

This paper cites FAIR1M: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives FAIR1M: A benchmark dataset for fine-grained object recognition in high-resolution remote sensing imagery

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:40.643130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e94eb479-96aa-418f-b900-f0750b8cddd6 · outbound

This paper cites Learning to holistically detect bridges from large-size vhr remote sensing imagery.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Learning to holistically detect bridges from large-size vhr remote sensing imagery

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:40.490408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8a8b549-261f-4e7d-bb09-7d8787b6b4b4 · outbound

This paper cites Towards Large-Scale Small Object Detection: Survey and Benchmarks.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Towards Large-Scale Small Object Detection: Survey and Benchmarks

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:34.102425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 553cc13e-d7a2-4da1-b3e1-608cf084523b · outbound

This paper cites Visual Grounding in Remote Sensing Images.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Visual Grounding in Remote Sensing Images

Reference 78

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:20:37.591214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94a2dbd6-0288-4d1c-8e23-ef187ccfca8f · outbound

This paper cites Language-Guided Progressive Attention for Visual Grounding in Remote Sensing Images.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Language-Guided Progressive Attention for Visual Grounding in Remote Sensing Images

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:34.255673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9257743-1ca1-47f6-8d63-434ec682f5ef · outbound

This paper cites RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:34.341752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 236b7ad1-5c5c-4151-8dc0-4aa8c28f269f · outbound

This paper cites From Word to Sentence: A Large-Scale Multi-Instance Dataset for Open-Set Aerial Detection.arXiv preprint arXiv:2505.03334 2025.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives From Word to Sentence: A Large-Scale Multi-Instance Dataset for Open-Set Aerial Detection.arXiv preprint arXiv:2505.03334 2025

Reference 81

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:20:37.265116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 270f1558-8a36-4d51-9c5a-02a24b826f9d · outbound

This paper cites Star: A first-ever dataset and a large-scale benchmark for scene graph generation in large-size satellite imagery.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Star: A first-ever dataset and a large-scale benchmark for scene graph generation in large-size satellite imagery

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:40.357931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b44b62c-d01a-4c58-9979-a10b107636de · outbound

This paper cites Scalable Person Re-Identification: A Benchmark.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Scalable Person Re-Identification: A Benchmark

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:40.228309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b0021686-afdd-40cd-afb7-a6b28e08ea09 · outbound

This paper cites ROUGE: A Package for Automatic Evaluation of Summaries.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives ROUGE: A Package for Automatic Evaluation of Summaries

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:40.077371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8fa35431-3796-42ed-812d-07146519fced · outbound

This paper cites The Pascal Visual Object Classes (VOC) Challenge.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives The Pascal Visual Object Classes (VOC) Challenge

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:34.886205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f105eb9-74ec-47dc-bf11-4ac24052d339 · outbound

This paper cites Microsoft COCO: Common Objects in Context.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Microsoft COCO: Common Objects in Context

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:39.879225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa86c3b8-ab1a-431c-8b96-4eb3f7103be6 · outbound

This paper cites Recent Advances for Aerial Object Detection: A Survey.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Recent Advances for Aerial Object Detection: A Survey

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:35.052370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3643201c-36b3-4260-a7f3-498e6cc13146 · outbound

This paper cites Detection and Tracking Meet Drones Challenge.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Detection and Tracking Meet Drones Challenge

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:35.187978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d326dc3-768c-4865-911c-8cadbf4d44e6 · outbound

This paper cites A Survey of Computer Vision Methods for 2D Object Detection from Unmanned Aerial Vehicles.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives A Survey of Computer Vision Methods for 2D Object Detection from Unmanned Aerial Vehicles

Reference 89

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T20:20:39.765543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c1993e90-aa26-442f-bda3-8f4224c21396 · outbound

This paper cites A Benchmark and Simulator for UAV Tracking.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives A Benchmark and Simulator for UAV Tracking

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:20:39.623672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50454c38-2aaf-43df-90a1-c74be2b7ba9c · outbound

This paper cites DroneSURF: Benchmark Dataset for Drone- based Face Recognition.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives DroneSURF: Benchmark Dataset for Drone- based Face Recognition

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:35.462371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09482f54-39b4-469d-8047-6cddd59fbec6 · outbound

This paper cites The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:35.567902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e80a0f3e-1997-4324-87f1-633787711270 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives LoRA: Low-Rank Adaptation of Large Language Models

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:35.641126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc934b6-a61d-41f2-849c-4a9e7105b43e · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:35.729400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98253ebe-f638-4a9b-9866-65d88257257f · outbound

This paper cites LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:35.834976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 129810ec-bce7-41e0-aa19-d2858735648b · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:35.956862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd9529a3-204a-4264-b85a-89b4c319e005 · outbound

This paper cites Feature-Enhanced CenterNet for Small Object Detection in Remote Sensing Images.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Feature-Enhanced CenterNet for Small Object Detection in Remote Sensing Images

Reference 97

Resolution: verified exact; doi, observed 2026-08-06T20:20:36.579046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc6c963e-f2de-42c2-9062-6df36fd66bcb · outbound

This paper cites A Normalized Gaussian Wasserstein Distance for Tiny Object Detection.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives A Normalized Gaussian Wasserstein Distance for Tiny Object Detection

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:36.200276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffb7963d-7622-40df-8c21-21321c39ea9c · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:36.300775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0193fe4-69ec-4fb7-937c-78c26806fb52 · outbound

This paper cites Attention Is All You Need.

Open-Vocabulary Object Detection in UAV Imagery: A Review and Future Perspectives Attention Is All You Need

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T20:20:36.386584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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