Fuzzy-based processing of 3D information for items localization in the automated sorting of recyclable packaging

被引:0
|
作者
Mattone, R [1 ]
Campagiorni, G [1 ]
Wolf, A [1 ]
机构
[1] Fraunhofer Inst Prod Tech & Automatisierung IPA, D-70569 Stuttgart, Germany
来源
1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2 | 1998年
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to automate the sorting process that precedes the recycling of packaging material, it is necessary to solve the problem of localizing unknown items running on a moving conveyor belt. No a priori knowledge is available on the position and/or the geometrical or optical properties of the objects to be gripped. Furthermore, they are often in contact and/or overlapped. In this paper, we propose to use the height profile of the objects on the conveyor belt, sampled at fixed space intervals through a simple optical device (a source of structured light and a CCD camera), in conjunction with Fuzzy techniques, in order to get a possible geometrical description of the items on the band and to allow the computation of the center point of each object as optimal gripping point. Experimental results confirm the validity of the approach.
引用
收藏
页码:1613 / 1618
页数:6
相关论文
共 50 条
  • [31] LoRa-based Outdoor 3D Localization
    Fang, Jian
    Wang, Lei
    Qin, Zhenquan
    Lu, Bingxian
    IEEE INFOCOM 2022 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2022,
  • [32] AUTOMATIC 3D FACE LANDMARK LOCALIZATION BASED ON 3D VECTOR FIELD ANALYSIS
    Shah, Syed Afaq Ali
    Bennamoun, Mohammed
    Boussaid, Farid
    2015 INTERNATIONAL CONFERENCE ON IMAGE AND VISION COMPUTING NEW ZEALAND (IVCNZ), 2015,
  • [33] Digital Light Processing 3D Printing of Healable and Recyclable Polymers with Tailorable Mechanical Properties
    Zhu, Guangda
    Hou, Yi
    Xiang, Junfeng
    Xu, Jian
    Zhao, Ning
    ACS Applied Materials and Interfaces, 2021, 13 (29): : 34954 - 34961
  • [34] Digital Light Processing 3D Printing of Healable and Recyclable Polymers with Tailorable Mechanical Properties
    Zhu, Guangda
    Hou, Yi
    Xiang, Junfeng
    Xu, Jian
    Zhao, Ning
    ACS APPLIED MATERIALS & INTERFACES, 2021, 13 (29) : 34954 - 34961
  • [35] Automated seed localization for intra-operative prostate brachytherapy based on 3D line segment patterns
    Ding, MY
    Wei, ZP
    Downey, DB
    Fenster, A
    MEDICAL IMAGING 2005: VISUALIZATION, IMAGE-GUIDED PROCEDURES, AND DISPLAY, PTS 1 AND 2, 2005, 5744 : 417 - 424
  • [36] Construction Photo Localization in 3D Reality Models for Vision-Based Automated Daily Project Monitoring
    Wang, Tse Hsiang
    Pal, Aritra
    Lin, Jacob J.
    Hsieh, Shang-Hsien
    JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2023, 37 (06)
  • [37] Automated Test Environment for Image Processing in Laser Triangulation 3D Scanning
    Besic, Ingmar
    Avdagic, Zikrija
    PROCEEDINGS OF ELMAR 2016 - 58TH INTERNATIONAL SYMPOSIUM ELMAR 2016, 2016, : 161 - 164
  • [38] ADVANCES IN IMAGE PRE-PROCESSING TO IMPROVE AUTOMATED 3D RECONSTRUCTION
    Ballabeni, A.
    Apollonio, F. I.
    Gaiani, M.
    Remondino, F.
    3D-ARCH 2015 - 3D VIRTUAL RECONSTRUCTION AND VISUALIZATION OF COMPLEX ARCHITECTURES, 2015, 40-5 (W4): : 315 - 323
  • [39] Automated 3D Image Processing System for Inspection of Residential Wall Spalls
    Wang, Junjie
    Pang, Yunfang
    Teng, Xinyu
    APPLIED SCIENCES-BASEL, 2025, 15 (04):
  • [40] Automated Acquisition and Processing of 3D GPR Data for Object Detection and Characterization
    Evert C. Slob
    J. Groenenboom
    Jacob T. Fokkema
    Subsurface Sensing Technologies and Applications, 2003, 4 (1): : 5 - 18