Mathematical morphology operators for reading radioactivity DNA array images

被引:0
|
作者
Angulo, J [1 ]
机构
[1] Ecole Mines Paris, Ctr Morphol Math, F-77305 Fontainebleau, France
来源
PROCEEDINGS OF THE FOURTH IASTED INTERNATIONAL CONFERENCE ON VISUALIZATION, IMAGING, AND IMAGE PROCESSING | 2004年
关键词
DNA array image; spot quantification; spot aridding; mathematical morphology; granulometry; opening;
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
We have recently proposed an automatic non-supervised set of algorithms for an accurate spot data extraction from Cy3/Cy5 cDNA microarrays using morphological operators. On the basis of an image signal intensity model, we explore in this study the application of advanced morphological filters for the spot determination and the spot signal quantification on radio-labelled cDNA arrays. The idea behind the approach here developed is to use the connected operators like area and contrast opening, adaptively applied according to the image features (size of spots, back.-round estimate, etc.), for defining a zone of the positive spots where computing effectively the spot intensity without the overlapping and back-round contributions. A gridding algorithm is only necessary to index the detected spots to be able to identify the corresponding biological probe.
引用
收藏
页码:802 / 807
页数:6
相关论文
共 50 条
  • [1] Digital Images Augmentation Using Mathematical Morphology Operators
    Abrudan, Dumitru
    Marcu, Ioana Manuela
    Vizireanu, Nicolae
    PROCEEDINGS OF NINTH INTERNATIONAL CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGY, VOL 2, ICICT 2024, 2024, 1012 : 563 - 574
  • [2] PARTIAL DIFFERENCE EQUATIONS ON GRAPHS FOR MATHEMATICAL MORPHOLOGY OPERATORS OVER IMAGES AND MANIFOLDS
    Ta, Vinh-Thong
    Elmoataz, Abderrahim
    Lezoray, Olivier
    2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5, 2008, : 801 - 804
  • [3] K-statistical operators for set mathematical morphology
    de Leon Santiago, Juan Diaz
    Gamino, Arturo
    Salgado, Julio
    Trujillo, Valentin
    Ortiz, Alicia
    REVISTA FACULTAD DE INGENIERIA-UNIVERSIDAD DE ANTIOQUIA, 2009, (48): : 216 - 227
  • [4] Mathematical Morphology Operators for Harmonic Analysis
    Romero-Garcia, Gonzalo
    Bloch, Isabelle
    Agon, Carlos
    MATHEMATICS AND COMPUTATION IN MUSIC (MCM 2022), 2022, : 255 - 266
  • [5] Segmentation of Chromosome Images by Mathematical Morphology
    Yan Wenzhong
    Li Dongming
    2013 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), 2013, : 1030 - 1033
  • [6] Dimensional operators for mathematical morphology on simplicial complexes
    Dias, F.
    Cousty, J.
    Najman, L.
    PATTERN RECOGNITION LETTERS, 2014, 47 : 111 - 119
  • [7] Applications of mathematical morphology operators in civil infrastructures
    Abrudan, Dumitru
    Dragulinescu, Ana-Maria
    Vizireanu, Nicolae
    EARTH SCIENCE INFORMATICS, 2024, 17 (05) : 4027 - 4033
  • [8] Real-time contrast medium detection in x-ray images by mathematical morphology operators
    Ly, Dieu Sang
    Beucher, Serge
    Bilodeau, Michel
    JOURNAL OF ELECTRONIC IMAGING, 2015, 24 (06)
  • [9] From Mathematical Morphology to machine learning of image operators
    Barrera, Junior
    Hashimoto, Ronaldo F.
    Hirata, Nina S. T.
    Hirata, R., Jr.
    Reis, Marcelo S.
    SAO PAULO JOURNAL OF MATHEMATICAL SCIENCES, 2022, 16 (01): : 616 - 657
  • [10] Mathematical morphology for angle-valued images
    Peters, RA
    NONLINEAR IMAGE PROCESSING VIII, 1997, 3026 : 84 - 94