A Study on the Improvement of Object Detection Performance by Infrared Data Augmentation based on Diffusion Models

被引:0
|
作者
Park, Seonghyun [1 ]
Lee, Taeyoung [1 ]
Ahn, Jongsik [1 ]
Kim, Haemoon [1 ]
Kim, Hyunhak [1 ]
Kim, Seoyoung [1 ]
Choi, Byungin [1 ]
机构
[1] Intelligence Software Team, Hanwha Systems Co., Ltd., Seongnam-si, Gyeonggi-do,13524, Korea, Republic of
关键词
D O I
10.5573/IEIESPC.2024.13.5.443
中图分类号
学科分类号
摘要
引用
收藏
页码:443 / 450
相关论文
共 50 条
  • [41] IDA: Improved Data Augmentation Applied to Salient Object Detection
    Ruiz, Daniel, V
    Krinski, Bruno A.
    Todt, Eduardo
    2020 33RD SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2020), 2020, : 210 - 217
  • [42] An approach of data augmentation to improve the performance of BERTology models for vietnamese hate speech detection
    Luu, Son T.
    Van Nguyen, Kiet
    Nguyen, Ngan Luu-Thuy
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (19) : 56763 - 56783
  • [43] Transferring Dense Object Detection Models To Event-Based Data
    Mechler, Vincenz
    Rojtberg, Pavel
    ADVANCED INTELLIGENT VIRTUAL REALITY TECHNOLOGIES, AIVR 2022, 2023, 330 : 35 - 47
  • [44] Infrared Unmanned Aerial Vehicle detection based on Generative Adversarial Network data augmentation
    Gao, Yuan
    Luo, Zijuan
    Yu, Xuelian
    Ren, Kan
    Ye, Yunfei
    Chen, Qian
    AOPC 2021: INFRARED DEVICE AND INFRARED TECHNOLOGY, 2021, 12061
  • [45] Conditional Diffusion Models for Camouflaged and Salient Object Detection
    Sun, Ke
    Chen, Zhongxi
    Lin, Xianming
    Sun, Xiaoshuai
    Liu, Hong
    Ji, Rongrong
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 47 (04) : 2833 - 2848
  • [46] A Comparative Study on the Maritime Object Detection Performance of Deep Learning Models
    Moon, Sung Won
    Lee, Jiwon
    Lee, Jungsoo
    Nam, Dowon
    Yoo, Wonyoung
    11TH INTERNATIONAL CONFERENCE ON ICT CONVERGENCE: DATA, NETWORK, AND AI IN THE AGE OF UNTACT (ICTC 2020), 2020, : 1155 - 1157
  • [47] Object Insertion Based Data Augmentation for Semantic Segmentation
    Yuan Ren
    Zhao, Siyan
    Liu Bingbing
    2022 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2022), 2022,
  • [48] Data Augmentation Based Event Detection
    丁祥武
    丁晶晶
    秦彦霞
    JournalofDonghuaUniversity(EnglishEdition), 2021, 38 (06) : 511 - 518
  • [49] Multimodal Data Augmentation for Image Captioning using Diffusion Models
    Xiao, Changrong
    Xu, Sean Xin
    Zhang, Kunpeng
    PROCEEDINGS OF THE 1ST WORKSHOP ON LARGE GENERATIVE MODELS MEET MULTIMODAL APPLICATIONS, LGM3A 2023, 2023, : 23 - 33
  • [50] Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models
    Uzun, Engin
    Dursun, Ahmet Anil
    Akagunduz, Erdem
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2022, 2022, : 240 - 247