Hierarchical interactive image segmentation using irregular pyramids

被引：3
|
作者：
Gerstmayer M. [1 ]
Haxhimusa Y. [1 ]
Kropatsch W.G. [1 ]
机构：
[1] Pattern Recognition and Image Processing Group, Institute of Computer Graphics and Algorithms, Vienna University of Technology
来源：
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2011年 / 6658 LNCS卷
关键词：
D O I：
10.1007/978-3-642-20844-7_25
中图分类号：
学科分类号：
摘要：
In this paper we describe modifications of irregular image segmentation pyramids based on user-interaction. We first build a hierarchy of segmentations by the minimum spanning tree based method, then regions from different (granularity) levels are combined to a final (better) segmentation with user-specified operations guiding the segmentation process. Based on these operations the users can produce a final image segmentation that best suits their applications. This work can be used for applications where we need accuracy in image segmentation, in annotating images or creating ground truth among others. © 2011 Springer-Verlag Berlin Heidelberg.
引用
收藏
页码：245 / 254
页数：9
相关论文
共 50 条
  • [1] Hierarchical Interactive Image Segmentation Using Irregular Pyramids
    Gerstmayer, Michael
    Haxhimusa, Yll
    Kropatsch, Walter G.
    GRAPH-BASED REPRESENTATIONS IN PATTERN RECOGNITION, 2011, 6658 : 245 - 254
  • [2] Interactive analysis of hierarchical image segmentation
    Tilton, JC
    Lawrence, WT
    IGARSS 2000: IEEE 2000 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOL I - VI, PROCEEDINGS, 2000, : 733 - 735
  • [3] Hierarchical Markov Random Fields with Irregular Pyramids for Improving Image Annotation
    Morales-Gonzalez, Annette
    Garcia-Reyes, Edel
    Enrique Sucar, Luis
    ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2012, 2012, 7637 : 521 - 530
  • [4] IMAGE SEGMENTATION IN PYRAMIDS
    ANTONISSE, HJ
    COMPUTER GRAPHICS AND IMAGE PROCESSING, 1982, 19 (04): : 367 - 383
  • [5] Using resolution pyramids for watershed image segmentation
    Frucci, Maria
    Ramella, Giuliana
    di Baja, Gabriella Sanniti
    IMAGE AND VISION COMPUTING, 2007, 25 (06) : 1021 - 1031
  • [6] Color-based video segmentation using interlinked irregular pyramids
    Valencia, G
    Rodríguez, JA
    Urdiales, C
    Sandoval, F
    PATTERN RECOGNITION, 2004, 37 (02) : 377 - 380
  • [7] Accelerating the Optimization of a Segmentation Ensemble using Image Pyramids
    Toth, Janos
    Kapusi, Tibor Peter
    Harangi, Balazs
    Toman, Henrietta
    Hajdu, Andras
    PROCEEDINGS OF THE 2019 11TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA 2019), 2019, : 43 - 48
  • [8] Topology-based image segmentation using LBP pyramids
    Martin Cerman
    Ines Janusch
    Rocio Gonzalez-Diaz
    Walter G. Kropatsch
    Machine Vision and Applications, 2016, 27 : 1161 - 1174
  • [9] Topology-based image segmentation using LBP pyramids
    Cerman, Martin
    Janusch, Ines
    Gonzalez-Diaz, Rocio
    Kropatsch, Walter G.
    MACHINE VISION AND APPLICATIONS, 2016, 27 (08) : 1161 - 1174
  • [10] Fractional pyramids for color image segmentation
    Lozano, V
    Laget, B
    PROCEEDINGS OF THE IEEE SOUTHWEST SYMPOSIUM ON IMAGE ANALYSIS AND INTERPRETATION, 1996, : 13 - 17
12345