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Stochastic Inverse Consistency in Medical Image Registration [chapter]

Sai Kit Yeung, Pengcheng Shi
<span title="">2005</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
An essential goal in medical image registration is, the forward and reverse mapping matrices should be inverse to each other, i.e., inverse consistency.  ...  Conventional approaches enforce consistency in deterministic fashions, through incorporation of sub-objective cost function to impose source-destination symmetric property during the registration process  ...  Deterministic Inverse Consistent Constraint One typical scheme to incorporate inverse consistency for registration is to assign a cost metric E Cons for the inverse consistent property as part of the matching  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/11566489_24">doi:10.1007/11566489_24</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kkxm3sgkwvetdlyc2df37izcb4">fatcat:kkxm3sgkwvetdlyc2df37izcb4</a> </span>
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Single particle potential far from stability

Atsushi MUTA, Takaharu Otsuka
<span title="">1994</span> <i title="Soryushiron Kenkyu Editorial Office"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/owgz3ktknrh55ex7z5wkoi2bne" style="color: black;">Soryushiron Kenkyu Electronics</a> </i> &nbsp;
Some properties of neutron-rich light nuclei are investigated in terms of the axiaJly symmetric deformed Woods-Saxon potential.  ...  In contrast to the failure of the usual Nilsson iiK)del in explaining the observation Qf the parity inversion in iiBe, the solution of the axially symmetric Woods-Saxon potential is consistent with this  ...  The solution of the axially symmetric deformed Woods-Saxon pQtential turns out to be consistent with experimental results of the anomalous ground state of iiBe.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24532/soken.89.3_c43">doi:10.24532/soken.89.3_c43</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yf3ikmm4nvgw7fit4uwphjhbuy">fatcat:yf3ikmm4nvgw7fit4uwphjhbuy</a> </span>
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Symmetric inverse consistent nonlinear registration driven by mutual information

Guozhi Tao, Renjie He, Sushmita Datta, Ponnada A. Narayana
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yejgm3i4j5ehxbahbzb42nncke" style="color: black;">Computer Methods and Programs in Biomedicine</a> </i> &nbsp;
An inverse consistent and symmetric cost function using mutual information as a similarity measure is employed.  ...  The cost function also includes regularization of transformation and inverse consistent error (ICE).  ...  We compared the performance of our algorithm with the two most popular nonlinear registration algorithms: the demons algorithm [12] and the B-spline based free form deformation (FFD) model [27] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cmpb.2009.01.011">doi:10.1016/j.cmpb.2009.01.011</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19268386">pmid:19268386</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2744864/">pmcid:PMC2744864</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c4gjl5n4afbexibmdx7j6ohgpy">fatcat:c4gjl5n4afbexibmdx7j6ohgpy</a> </span>
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Page 1242 of Mathematical Reviews Vol. , Issue 2004b [page]

<span title="">2004</span> <i title="American Mathematical Society"> <a target="_blank" rel="noopener" href="https://archive.org/details/pub_mathematical-reviews" style="color: black;">Mathematical Reviews </a> </i> &nbsp;
A topological semilattice is Lawson if it has a base of its topology consisting of semilattices.  ...  Zhang, “Normal forms of hierarchies of integrable PDEs, Frobenius manifolds and Gromoy-Witten invariants”, preprint, arXiv.org/abs/math/0108160], where the notion of quasitriv- ial deformation was introduced  ... 
<span class="external-identifiers"> </span>
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Enforcing stochastic inverse consistency in non-rigid image registration and matching

Sai-Kit Yeung, Chi-Keung Tang, Pengcheng Shi, Josien P.W. Pluim, Max A. Viergever, Albert C.S. Chung, Helen C. Shen
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ilwxppn4d5hizekyd3ndvy2mii" style="color: black;">2008 IEEE Conference on Computer Vision and Pattern Recognition</a> </i> &nbsp;
Finally, we propose a novel application on image stitching, where stochastic inverse consistency is employed in structure deformation, in order to seamlessly align overlapping images with severe misalignment  ...  To show the efficacy of our stochastic inverse consistency approach, we first present results on very noisy fields.  ...  Inverse consistency is achieved by enforcing the geodesic paths of the interpolating spline to be time-symmetric.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2008.4587400">doi:10.1109/cvpr.2008.4587400</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cvpr/YeungTSPVCS08.html">dblp:conf/cvpr/YeungTSPVCS08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xbi4gm5w25bj3etfggyf6xully">fatcat:xbi4gm5w25bj3etfggyf6xully</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812012015/http://vigir.missouri.edu/~gdesouza/Research/Conference_CDs/IEEE_CVPR_2008/data/papers/060.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/aa/44/aa4434d4e05631abfdb698c4f0d782efc4dbee85.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cvpr.2008.4587400"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Stochastic Framework for Symmetric Affine Matching between Point Sets

Sai Kit Yeung, Pengcheng Shi
<span title="">2006</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jsl2pgelqja2piczru3a6nqkg4" style="color: black;">18th International Conference on Pattern Recognition (ICPR&#39;06)</a> </i> &nbsp;
Most earlier approaches to achieve symmetric matching have been in deterministic fashions, where symmetry constraints are added into the matching cost functions to impose source-target symmetric property  ...  Here, symmetric matching means the essential property that the choices of source and target should not determine the eventual matching results.  ...  Two transformations, one is smaller deformed and one is larger deformed, are applied on each of the point set to form the corresponding target point set.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icpr.2006.1080">doi:10.1109/icpr.2006.1080</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icpr/YeungS06.html">dblp:conf/icpr/YeungS06</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n3kznfgqdzf7pcc3elwinnetda">fatcat:n3kznfgqdzf7pcc3elwinnetda</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809133428/http://vgd.sutd.edu.sg/projects/previous/yeung_icpr06.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/98/00/98000a4ec8757ca4d907ba2988fd715bdb313e4d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icpr.2006.1080"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Random walker image registration with inverse consistency

Lisa Y. W. Tang, Shawn Andrews, Ghassan Hamarneh
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qcepwfkflvg5toaa6fh2alj3b4" style="color: black;">2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)</a> </i> &nbsp;
One important property of a registration solution is inverse consistency.  ...  In this paper, we propose a novel extension to the graphbased random walker image registration (RWIR) algorithm to ensure its inverse consistency.  ...  Free-Form Deformation (FFD), was used.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/isbi.2015.7164001">doi:10.1109/isbi.2015.7164001</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/isbi/TangAH15.html">dblp:conf/isbi/TangAH15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2ourbiqzlzh5laragi5jehaoda">fatcat:2ourbiqzlzh5laragi5jehaoda</a> </span>
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Spontaneous Breaking of Rotational Symmetry in Superconductors

H. Müther, A. Sedrakian
<span title="2002-06-11">2002</span> <i title="American Physical Society (APS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pkmpevvs3bgkhal5dvrmsu5mvq" style="color: black;">Physical Review Letters</a> </i> &nbsp;
symmetric form.  ...  There are two energy minima in general, corresponding to the deformations of the Fermi-spheres into either prolate or oblate forms.  ...  Note that for α around α c the gap exists only in the de-formed state. For α = 0, Eqs. (8)- (10) are symmetric under exchange of the sign of deformation and so is the gap function.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1103/physrevlett.88.252503">doi:10.1103/physrevlett.88.252503</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/12097085">pmid:12097085</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/urlnnpnpy5dsxkw7l5sect5aeq">fatcat:urlnnpnpy5dsxkw7l5sect5aeq</a> </span>
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Anomaly-free cosmological perturbations in effective canonical quantum gravity

Aurelien Barrau, Martin Bojowald, Gianluca Calcagni, Julien Grain, Mikhail Kagan
<span title="2015-05-26">2015</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/khdydolemfax3aa6z3uhleeviy" style="color: black;">Journal of Cosmology and Astroparticle Physics</a> </i> &nbsp;
Examples of anomaly-free constraints Consistent deformations of the classical algebra have been found in two classes of models, spherically symmetric ones and cosmological perturbations.  ...  The deformations found appear to be universal: For inverse-triad corrections, (1.3) is modified by the product of different types of the primary inverse-triad correction functions of the form α( Ê ) =  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1475-7516/2015/05/051">doi:10.1088/1475-7516/2015/05/051</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tvlmfsehk5efxihntlkpoytf4m">fatcat:tvlmfsehk5efxihntlkpoytf4m</a> </span>
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Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension [chapter]

Shuman Jia, Nicolas Duchateau, Pamela Moceri, Maxime Sermesant, Xavier Pennec
<span title="">2018</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In this study, we encode inter-subject shape variations and temporal deformations in a common space of diffeomorphic registration. They are parameterized by stationary velocity fields.  ...  We further improve this procedure with a more symmetric mapping scheme, which relies on geodesic symmetries around mid-points.  ...  The middle point on this geodesic serves as the midpoint for the two symmetric mappings in pole ladder to transport temporal deformations, Consistency Inverse consistency was tested by transporting  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-04747-4_11">doi:10.1007/978-3-030-04747-4_11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kmsxvgozyjfhtkyp2vok26nseq">fatcat:kmsxvgozyjfhtkyp2vok26nseq</a> </span>
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Toward adaptive radiotherapy for head and neck patients: Uncertainties in dose warping due to the choice of deformable registration algorithm

Catarina Veiga, Ana Mónica Lourenço, Syed Mouinuddin, Marcel van Herk, Marc Modat, Sébastien Ourselin, Gary Royle, Jamie R. McClelland
<span title="2015-01-15">2015</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4xxxfsh2pjc4nhsa3qijpqv6zy" style="color: black;">Medical Physics (Lancaster)</a> </i> &nbsp;
It includes a block matching-based affine registration 30 and several B-spline free form deformation based algorithms. 31 NiftyReg's default algorithm is a standard unidirectional implementation on  ...  Inverse-consistent symmetric registration which provides both the forward and backward transformations (DIR ics ); 4.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1118/1.4905050">doi:10.1118/1.4905050</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/25652490">pmid:25652490</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mo5tzaejdra6hfpu4ckzeelni4">fatcat:mo5tzaejdra6hfpu4ckzeelni4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809091651/http://discovery.ucl.ac.uk/1463507/1/1.4905050.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9c/e6/9ce6a26e3c17c40b5c4e46d6932b8ad988571b2f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1118/1.4905050"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Fluid Registration of Diffusion Tensor Images Using Information Theory

Ming-Chang Chiang, A.D. Leow, A.D. Klunder, R.A. Dutton, M. Barysheva, S.E. Rose, K.L. McMahon, G.I. de Zubicaray, A.W. Toga, P.M. Thompson
<span title="">2008</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yhnt2pif75h2bmnnmdg7m6nlc4" style="color: black;">IEEE Transactions on Medical Imaging</a> </i> &nbsp;
We apply an information-theoretic cost metric, the symmetrized Kullback-Leibler (sKL) divergence, or -divergence, to fluid registration of diffusion tensor images.  ...  To allow large image deformations but preserve image topology, we regularized the flow with a large-deformation diffeomorphic mapping based on the kinematics of a Navier-Stokes fluid.  ...  Inverse-Consistent Fluid Regularization We adopted the inverse-consistent regularization scheme proposed in [39] , and extended it from an elastic to a fluid model to deal with large local deformations  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2007.907326">doi:10.1109/tmi.2007.907326</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/18390342">pmid:18390342</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2770435/">pmcid:PMC2770435</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mqa7opljn5cv7kmcuvakdg4tji">fatcat:mqa7opljn5cv7kmcuvakdg4tji</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100719124837/http://www.loni.ucla.edu/~thompson/HARDI/PDF/MC-TMI08.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a8/c9/a8c9d9677e54f970d4d76e352c93ef7fef2b014a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmi.2007.907326"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2770435" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms [chapter]

Nicolas Guigui, Shuman Jia, Maxime Sermesant, Xavier Pennec
<span title="">2019</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In this work, the leading idea is to approximate the space of deformations and images with a possibly non-metric symmetric space structure using an involution, with the aim to perform parallel transport  ...  We test our method on a set of 138 cardiac shapes and demonstrate improved numerical consistency in the Pole Ladder scheme.  ...  Involutivity in this case reduces to inverse consistency: (ψ −1 ) −1 = ψ ⇐⇒ ψ • ψ −1 = Id.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-26980-7_79">doi:10.1007/978-3-030-26980-7_79</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/npijxem3hnddfawgmiebhu2qcy">fatcat:npijxem3hnddfawgmiebhu2qcy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200305115721/https://hal.inria.fr/hal-02148832/file/55-Guigui.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0f/6b/0f6b37c66fe390df4018f800dae4975f3f0d2421.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-26980-7_79"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Deformed general relativity and effective actions from loop quantum gravity

Martin Bojowald, George M. Paily
<span title="2012-11-06">2012</span> <i title="American Physical Society (APS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/chloqzh6grayjgjxdzjq5ktthu" style="color: black;">Physical Review D</a> </i> &nbsp;
in related ways, ensuring a consistent realization of causality.  ...  (ii) Inverse-triad corrections modify the classical action in a way clearly distinguishable from curvature effects.  ...  We are grateful to Juan Reyes for sharing some of his work on consistent constraint algebras in spherical symmetry, and for pointing out a typo in an equation of a draft of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1103/physrevd.86.104018">doi:10.1103/physrevd.86.104018</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u4elcj7wmraqvmqbz6qw3ylvxi">fatcat:u4elcj7wmraqvmqbz6qw3ylvxi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180724025003/https://link.aps.org/accepted/10.1103/PhysRevD.86.104018" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/17/f6/17f66c7617cdab64ddda4126a72d51cba93102c4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1103/physrevd.86.104018"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> aps.org </button> </a>

Tailoring One-Pass Asymmetric Rolling of Extra Low Carbon Steel for Shear Texture and Recrystallization

Satyaveer Singh Dhinwal, Laszlo S. Toth, Rimma Lapovok, Peter Damian Hodgson
<span title="2019-06-15">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ltuemt6stzfvldwwwy3crx2o74" style="color: black;">Materials</a> </i> &nbsp;
Only the evolved Goss orientation from asymmetric conditions of deformation shows higher stability than any other preferred shear texture components after complete recrystallization.  ...  Such grain bands are slower to form new grains than other bands which have already formed strain free grains (example, γ fiber grains) [55] .  ...  Such grain bands are slower to form new grains than other bands which have already formed strain free grains (example, γ fiber grains) [55] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ma12121935">doi:10.3390/ma12121935</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31208083">pmid:31208083</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6631221/">pmcid:PMC6631221</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q5ntkiyq2vd6rgfqcyvhdwnghm">fatcat:q5ntkiyq2vd6rgfqcyvhdwnghm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200209215505/https://res.mdpi.com/d_attachment/materials/materials-12-01935/article_deploy/materials-12-01935-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d9/14/d914d408fccbec14d04d896d74be60be3947814c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ma12121935"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6631221" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>
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