Parallel Hidden Hierarchical Fields for Multi-scale Reconstruction

被引：0

作者：

Liu, Ying ^{[1
]}

Fieguth, Paul ^{[1
]}

机构：

[1] Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada

来源：

ENERGY MINIMIZATION METHODS IN COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS | 2009年 / 5681卷

关键词：

SEGMENTATION; RELAXATION; MODEL;

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 any problem involving images having scale-dependent structures, a key issue is the modeling of these multi-scale characteristics. Because multi-scale phenomena frequently possess nonstationary, piece-wise multi-model behaviour, the classic hidden Markov method can not perform well in modeling such complex images. In this paper we provide a new modeling approach to extend previous hierarchical methods, with multiple hidden fields, to perform reconstruction in more complex, nonstationary contexts.

引用

页码：70 / 83

页数：14

共 50 条

[1] A Multi-Scale Cascaded Hierarchical Model for Image Labeling
Xiao, Degui
Chen, Qilei
Li, Shanshan
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2016, 30 (09)
[2] Multi-scale hierarchical feature fusion network for change detection
Zheng, Hanhong
Zhang, Mingyang
Gong, Maoguo
Qin, A. K.
Liu, Tongfei
Jiang, Fenlong
PATTERN RECOGNITION, 2025, 161
[3] HIERARCHICAL MULTI-SCALE SEGMENTATION OF LIDAR IMAGES IN FOREST AREAS
Palenichka, Roman
Doyon, Frederik
Lakhssassi, Ahmed
Zaremba, Marek
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, : 5462 - 5465
[4] Exploration of Multi-Scale Reconstruction Framework in Dam Deformation Prediction
Yuan, Rongyao
Su, Chao
Cao, Enhua
Hu, Shaopei
Zhang, Heng
APPLIED SCIENCES-BASEL, 2021, 11 (16):
[5] Design of multi-scale protein complexes by hierarchical building block fusion
Hsia, Yang
Mout, Rubul
Sheffler, William
Edman, Natasha, I
Vulovic, Ivan
Park, Young-Jun
Redler, Rachel L.
Bick, Matthew J.
Bera, Asim K.
Courbet, Alexis
Kang, Alex
Brunette, T. J.
Nattermann, Una
Tsai, Evelyn
Saleem, Ayesha
Chow, Cameron M.
Ekiert, Damian
Bhabha, Gira
Veesler, David
Baker, David
NATURE COMMUNICATIONS, 2021, 12 (01)
[6] Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining
Chen, Xiang
Huang, Yufeng
Xu, Lei
2021 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2021, 2021, : 872 - 879
[7] Multi-scale Component-Tree: A Hierarchical Representation for Sparse Objects
Perrin, Romain
Leborgne, Aurelie
Passat, Nicolas
Naegel, Benoit
Wemmert, Cedric
DISCRETE GEOMETRY AND MATHEMATICAL MORPHOLOGY, DGMM 2024, 2024, 14605 : 312 - 324
[8] Multi-scale dosimetry with multi-scale Chinese reference phantoms
Qiu, Rui
Wu, Zhen
Li, Chunyan
Ren, Li
Wang, Wenjing
Ma, Ruiyao
Hu, An Kang
Zhu, Hongyu
Li, Junli
10TH INTERNATIONAL CONFERENCE ON 3D RADIATION DOSIMETRY (IC3DDOSE), 2019, 1305
[9] Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition
Wu, Guorong
Kim, Minjeong
Sanroma, Gerard
Wang, Qian
Munsell, Brent C.
Shen, Dinggang
NEUROIMAGE, 2015, 106 : 34 - 46
[10] Sparse 3D Point Cloud Parallel Multi-Scale Feature Extraction and Dense Reconstruction with Multi-Headed Attentional Upsampling
Wu, Meng
Jiao, Hailong
Nan, Junxiang
ELECTRONICS, 2022, 11 (19)

← 1 2 3 4 5 →