Leveraging Synthetic Data in Object Detection on Unmanned Aerial
Vehicles

Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles

International Conference on Pattern Recognition (ICPR), 2021

22 December 2021

Benjamin Kiefer

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Papers citing "Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles"

19 / 19 papers shown

Title
REGEN: Real-Time Photorealism Enhancement in Games via a Dual-Stage Generative Network Framework Stefanos Pasios Nikos Nikolaidis VGen 48 0 0 23 Aug 2025
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results Benjamin Kiefer Lojze Žust Jon Muhovič Matej Kristan J. Pers ... Ashraf Saleem Ching-Heng Cheng Yu-Fan Lin Tzu-Yu Lin Chih-Chung Hsu 164 6 0 20 Jan 2025
Driving Privacy Forward: Mitigating Information Leakage within Smart Vehicles through Synthetic Data Generation Krish Parikh 100 1 0 11 Oct 2024
Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology Frank Ruis Alma M. Liezenga Friso G. Heslinga Luca Ballan Thijs A. Eker Richard J. M. den Hollander Martin C. van Leeuwen Judith Dijk Wyke Huizinga 149 9 0 30 May 2024
Evaluating UAV Path Planning Algorithms for Realistic Maritime Search and Rescue Missions Martin Messmer Andreas Zell 156 5 0 02 Feb 2024
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios Jibinraj Antony Vinit Hegiste Ali Nazeri Hooman Tavakoli Snehal Walunj Christiane Plociennik Martin Ruskowski 143 3 0 23 Jan 2024
SafeSea: Synthetic Data Generation for Adverse & Low Probability Maritime Conditions Martin Tran Jordan Shipard Hermawan Mulyono Arnold Wiliem Clinton Fookes 120 4 0 24 Nov 2023
Deep Learning-Based Object Detection in Maritime Unmanned Aerial Vehicle Imagery: Review and Experimental ComparisonsEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023 Chenjie Zhao Ryan Wen Liu Jingxiang Qu Ruobin Gao 155 72 0 14 Nov 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 230 4 0 30 Sep 2023
Whale Detection Enhancement through Synthetic Satellite ImagesOceans (OCEANS), 2023 Akshaj Gaur Cheng Liu Xiao-sheng Lin N. Karapetyan Yiannis Aloimonos 120 13 0 15 Aug 2023
Stable Yaw Estimation of Boats from the Viewpoint of UAVs and USVsEuropean Conference on Mobile Robots (ECMR), 2023 Benjamin Kiefer Timon Hofer A. Zell 173 4 0 24 Jun 2023
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation Aakash Rajpal N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal MDE 3DV 177 16 0 02 May 2023
Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline PerformancesIEEE International Conference on Robotics and Automation (ICRA), 2023 Arun V. Reddy Ketul Shah William Paul Rohita Mocharla Judy Hoffman Kapil D. Katyal Dinesh Manocha Celso M. de Melo Ramalingam Chellappa 139 28 0 17 Mar 2023
Memory Maps for Video Object Detection and Tracking on UAVsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Benjamin Kiefer Yitong Quan A. Zell 226 5 0 06 Mar 2023
Assessing Domain Gap for Continual Domain Adaptation in Object DetectionComputer Vision and Image Understanding (CVIU), 2023 Anh-Dzung Doan Bach Long Nguyen Surabhi Gupta Ian Reid Markus Wagner Tat-Jun Chin TTA 193 5 0 21 Feb 2023
SeaDroneSim: Simulation of Aerial Images for Detection of Objects Above Water Xiao-sheng Lin Cheng Liu Allen Pattillo Miao Yu Yiannis Aloimonos 184 13 0 26 Oct 2022
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose MetadataIEEE Access (IEEE Access), 2022 Yingzhe Shen Yaesop Lee H. Kwon D. Conover Shuvra S. Bhattacharyya Nikolas Vale Joshua D. Gray G. J. Leong Kenneth D. Evensen Frank E. Skirlo 306 13 0 31 Aug 2022
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance Aref Miri Rekavandi Lian Xu F. Boussaïd A. Seghouane Stephen Hoefs Bennamoun ObjD 179 42 0 26 Jul 2022
YOLO9000: Better, Faster, StrongerComputer Vision and Pattern Recognition (CVPR), 2016 Joseph Redmon Ali Farhadi VLM ObjD 535 16,906 0 25 Dec 2016