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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">INFORMATICA</journal-id>
<journal-title-group><journal-title>Informatica</journal-title></journal-title-group>
<issn pub-type="epub">0868-4952</issn><issn pub-type="ppub">0868-4952</issn>
<publisher>
<publisher-name>VU</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">INFO1080</article-id><article-id pub-id-type="doi">10.15388/Informatica.2015.66</article-id>
<article-categories><subj-group subj-group-type="heading">
<subject>Research Article</subject></subj-group></article-categories>
<title-group>
<article-title>Helmholtz HSH-Based Basis: A Compact Phenomenological Representation of Arbitrary Reflectance</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="Author">
<name><surname>Elhabian</surname><given-names>Shireen</given-names></name><email xlink:href="mailto:s.elhabian@fci-cu.edu.eg">s.elhabian@fci-cu.edu.eg</email><xref ref-type="aff" rid="j_INFORMATICA_aff_000"/><xref ref-type="aff" rid="j_INFORMATICA_aff_001"/><xref ref-type="corresp" rid="cor1">*</xref>
</contrib>
<contrib contrib-type="Author">
<name><surname>Farag</surname><given-names>Aly</given-names></name><email xlink:href="mailto:aly.farag@uofl.edu">aly.farag@uofl.edu</email><xref ref-type="aff" rid="j_INFORMATICA_aff_000"/>
</contrib>
<aff id="j_INFORMATICA_aff_000">Department of Electrical and Computer Engineering, University of Louisville, Louisville, KY 40217, USA</aff>
<aff id="j_INFORMATICA_aff_001">Faculty of Computers and Information, Cairo University, Cairo, Egypt</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><label>*</label>Corresponding author.</corresp>
</author-notes>
<pub-date pub-type="epub"><day>01</day><month>01</month><year>2015</year></pub-date><volume>26</volume><issue>4</issue><fpage>593</fpage><lpage>620</lpage><history><date date-type="received"><day>01</day><month>03</month> <year>2015</year></date><date date-type="accepted"><day>01</day><month>06</month> <year>2015</year></date></history>
<permissions><copyright-statement>Vilnius University</copyright-statement><copyright-year>2015</copyright-year></permissions>
<abstract>
<p>Visual appearance can be phenomenologically modeled through an integral equation, known as <italic>reflectance equation</italic>. It describes the surface radiance which depends on the interaction between incident light field and surface <italic>Bidirectional Reflectance Distribution Function</italic> (BRDF). Being defined on the Cartesian product of the incident and outgoing hemispheres, hemispherical basis is the natural way to represent surface BRDFs. Nonetheless, due to their compactness in the frequency space, spherical harmonics have been extensively used for this purpose. Addressing the geometrical compliance of hemispherical basis, this paper proposes a Cartesian product of the hemispherical harmonics to provide a compact representation of plausible BRDFs, while satisfying the Helmholtz reciprocity property. We provide an analytical analysis and experimental justification that our basis provides better approximation accuracy when compared to similar bases in literature.</p>
</abstract>
<kwd-group>
<label>Keywords</label>
<kwd>reflectance modeling</kwd>
<kwd>bidirectional reflectance distribution functions</kwd>
<kwd>spherical harmonics</kwd>
<kwd>hemispherical harmonics</kwd>
<kwd>Fourier-space representation</kwd>
</kwd-group>
</article-meta>
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