Fusion based adaptive regularized smoothing for 3D reconstruction from image sequences

被引：0

作者：

Jung, J ^{[1
]}

Kim, T ^{[1
]}

Jang, Y ^{[1
]}

Shin, J ^{[1
]}

Paik, J ^{[1
]}

机构：

[1] Chung Ang Univ, Grad Sch Adv Imaging Sci Multimedia & Film, Dongjak Ku, Seoul 156756, South Korea

来源：

VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2001 | 2001年 / 4310卷

关键词：

smoothing; depth map; stereo; enhancement; regularization; multi-view;

D O I：

暂无

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

This paper presents a regularized smoothing algorithm for 3D reconstruction from image sequence. Depth data estimated from a stereo pair or multiple image frames can easily be corrupted by various types of noise such as quantization and imperfect matching. We propose a regularized image restoration algorithm which enhances the surface of depth maps based on spatially adaptive image fusion. We can also enhance the resolution of the surfaces and preserve discontinuities.

引用

页码：238 / 244

页数：7

共 50 条

[21] Simultaneous segmentation and 3D reconstruction of monocular image sequences
Ozden, Kemal Egemen
Schindler, Konrad
Van Gool, L.
2007 IEEE 11TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1-6, 2007, : 1072 - 1079
[22] Automatic foreground propagation in image sequences for 3D reconstruction
Sormann, M
Zach, C
Bauer, J
Karner, K
Bischof, H
PATTERN RECOGNITION, PROCEEDINGS, 2005, 3663 : 93 - 100
[23] Adaptive Fast Mesh Refinement of 3D Reconstruction Based on Image Information
Zhang C.
Zhang M.
Guo B.
Peng Z.
Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2020, 45 (03): : 411 - 418
[24] 3D RECONSTRUCTION BASED ON GAT FROM A SINGLE IMAGE
Yang Dongsheng
Kuang Ping
Gu Xiaofeng
2020 17TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP), 2020, : 122 - 125
[25] 3-D SCENE RECONSTRUCTION FROM NOISY IMAGE SEQUENCES USING DATA FUSION
HONG, L
BRZAKOVIC, D
CONTROL ENGINEERING PRACTICE, 1994, 2 (05) : 825 - 831
[26] From image sequences to 3D models
Pollefeys, M
Vergauwen, M
Verbiest, F
Cornelis, K
Van Gool, L
AUTOMATIC EXTRACTION OF MAN-MADE OBJECTS FROM AERIAL AND SPACE IMAGES (III), 2001, : 403 - 410
[27] 3D Reconstruction and Image Fusion using Transurethral Ultrasound
Natarajan, Shyam
Culjat, Martin
Singh, Rahul
Ennis, Daniel
Marks, Leonard
Grundfest, Warren S.
2012 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2012, : 138 - 141
[28] Online dense local 3D world reconstruction from stereo image sequences
Kagami, S
Takaoka, Y
Kida, Y
Nishiwaki, K
Kanade, T
2005 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-4, 2005, : 2999 - 3004
[29] Online 3D Edge Reconstruction of Wiry Structures From Monocular Image Sequences
Choi, Hyelim
Lee, Minji
Kang, Jiseock
Lee, Dongjun
IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 8 (11) : 7479 - 7486
[30] Improving Computational Efficiency of 3D Point Cloud Reconstruction from Image Sequences
Chang, Chih-Hsiang
Kehtarnavaz, Nasser
2013 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM), 2013, : 510 - 513

← 1 2 3 4 5 →