Výsledky vyhledávání - the inverse compositional algorithm

Taking a Deeper Look at the Inverse Compositional Algorithm Autor Lv, Zhaoyang, Dellaert, Frank, Rehg, James M., Geiger, Andreas

“… More specifically, we unroll a robust version of the inverse compositional algorithm and replace multiple components of this algorithm using more expressive models whose parameters we train in an end…”
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Improvements of the Inverse Compositional Algorithm for Parametric Motion Estimation Autor Briand, Thibaud, Facciolo, Gabriele, Sánchez, Javier

“…In this work, we propose several improvements of the inverse compositional algorithm for parametric registration…”
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The Inverse Compositional Algorithm for Parametric Registration Autor Sánchez, Javier

“…We present an implementation of the inverse compositional algorithm for parametric motion estimation…”
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Fast and large-converge-radius inverse compositional Levenberg–Marquardt algorithm for digital image correlation: principle, validation, and open-source toolbox Autor Chen, Bin, Jungstedt, Erik

“…•Inverse compositional Levenberg-Marquardt (IC-LM) algorithm is proposed.•IC-LM algorithms considering first- and second-order shape functions are derived…”
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2D vs. 3D Deformable Face Models: Representational Power, Construction, and Real-Time Fitting Autor Matthews, Iain, Xiao, Jing, Baker, Simon

“…Issue Title: Special Issue: Celebrating Kanade's Vision Guest Editors: Katsushi Ikeuchi, Gudrun Klinker, Yuichi Ohta and Richard Szeliski Model-based face…”
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Noise robustness and parallel computation of the inverse compositional Gauss–Newton algorithm in digital image correlation Autor Shao, Xinxing, Dai, Xiangjun, He, Xiaoyuan

“…The inverse compositional Gauss–Newton (IC-GN) algorithm is one of the most popular sub-pixel registration algorithms in digital image correlation (DIC…”
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Interpolation bias for the inverse compositional Gauss–Newton algorithm in digital image correlation Autor Su, Yong, Zhang, Qingchuan, Xu, Xiaohai, Gao, Zeren, Wu, Shangquan

“…) algorithm and the recently introduced inverse compositional Gauss–Newton (IC-GN) algorithm give rise to roughly equal interpolation bias…”
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Taking a Deeper Look at the Inverse Compositional Algorithm Autor Lv, Zhaoyang, Dellaert, Frank, Rehg, James M, Geiger, Andreas

“… More specifically, we unroll a robust version of the inverse compositional algorithm and replace multiple components of this algorithm using more expressive models whose parameters we train in an end…”
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An Evaluation of Convergence Criteria for Digital Image Correlation Using Inverse Compositional Gauss-Newton Algorithm Autor Pan, B.

“…‐guided displacement tracking strategy and an efficient inverse compositional Gauss–Newton (IC‐GN) algorithm, was recently proposed for full…”
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High-efficiency and high-accuracy digital image correlation for three-dimensional measurement Autor Gao, Yue, Cheng, Teng, Su, Yong, Xu, Xiaohai, Zhang, Yong, Zhang, Qingchuan

“… The inverse compositional Gauss–Newton algorithm (IC-GN2) with the second-order shape function is firstly proposed…”
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High accuracy digital image correlation powered by GPU-based parallel computing Autor Zhang, Lingqi, Wang, Tianyi, Jiang, Zhenyu, Kemao, Qian, Liu, Yiping, Liu, Zejia, Tang, Liqun, Dong, Shoubin

“…) method, combining an inverse compositional Gauss–Newton (IC-GN) algorithm for sub-pixel registration with a fast Fourier transform-based cross correlation (FFT-CC…”
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A robust template tracking algorithm with weighted active drift correction Autor Fan, Baojie, Du, Yingkui, Zhu, Linlin, Sun, Jing, Tang, Yandong

“… than the inverse compositional algorithm for drift correction. In this paper, we propose a novel algorithm for object template tracking and its drift correction…”
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Experimental assessment of noise robustness of the forward-additive, symmetric-additive and the inverse-compositional Gauss-Newton algorithm in digital image correlation Autor Baldi, A., Santucci, P.M., Bertolino, F.

“…•Fully experimental assessment of noise-induced bias for Forward-Additive, Symmetric-Additive, and Inverse-Compositional formulation…”
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Application of Dic Based on Inverse Compositional Algorithm in Fish Skin Tensile Test Autor Ge, Pengxiang, Ma, Wanlong, Zhang, Mei, Li, Guihua

“… The grass carp skin high precision stretch test was taken as the research object, and the inverse compositional algorithm was tested experimentally in the whole pixel and sub pixel level displacement measurement…”
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Groupwise Geometric and Photometric Direct Image Registration Autor Bartoli, A.

“… The inverse compositional algorithm has been recently proposed by Baker et al. for the direct estimation of groupwise geometric transformations…”
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Path-independent digital image correlation with high accuracy, speed and robustness Autor Jiang, Zhenyu, Kemao, Qian, Miao, Hong, Yang, Jinglei, Tang, Liqun

“…, by combining an inverse compositional Gauss–Newton (IC-GN) algorithm for sub-pixel registration with a fast Fourier transform-based cross correlation (FFT-CC…”
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Lucas-Kanade 20 Years On: A Unifying Framework Autor Baker, Simon, Matthews, Iain

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An efficient and accurate 3D displacements tracking strategy for digital volume correlation Autor Pan, Bing, Wang, Bo, Wu, Dafang, Lubineau, Gilles

“… The efficiency advantage is achieved by using three improvements. First, to eliminate the need of updating Hessian matrix in each iteration, an efficient 3D inverse compositional Gauss–Newton (3D IC-GN…”
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Performance of global look-up table strategy in digital image correlation with cubic B-spline interpolation and bicubic interpolation Autor Pan, Zhiwei, Chen, Wei, Jiang, Zhenyu, Tang, Liqun, Liu, Yiping, Liu, Zejia

“… In this paper, a global look-up table strategy with cubic B-spline interpolation is developed for the DIC method based on the inverse compositional Gauss-Newton （IC-GN） algorithm…”
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Efficient Illumination Insensitive Object Tracking by Normalized Gradient Matching Autor Guopu Zhu, Guopu Zhu, Shuqun Zhang, Shuqun Zhang, Xijun Chen, Xijun Chen, Changhong Wang, Changhong Wang

“… The proposed tracking algorithm is efficient to implement since it is based on the framework of the inverse compositional algorithm, a computationally efficient tracking technique…”
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