. . "Probabilistic Discrete Mixtures Colour Texture Models" . . . "Havl\u00ED\u010Dek, Vojt\u011Bch" . "Lecture Notes in Computer Science" . "A new generative multispectral texture model based on discrete distribution mixtures is introduced. Statistical texture properties are represented by a discrete distribution mixture of product components. A natural colour or multispectral texture is spectrally factorized and discrete mixtures models are learned and used to synthesize single orthogonal monospectral components. Texture synthesis is based on easy computation of arbitrary conditional distributions from the model. Finally single synthesized monospectral texture components are transformed into the required synthetic colour texture. This model can easily serve for texture segmentation, retrieval or to model single factors in complex Bidirectional Texture Function (BTF) space models. The advantages and weak points of the presented approach are demonstrated on several colour texture applications." . "Haindl, Michal" . . "Probabilistic Discrete Mixtures Colour Texture Models" . . . "2008" . . . "Probabilistic Discrete Mixtures Colour Texture Models"@en . "A new generative multispectral texture model based on discrete distribution mixtures is introduced. Statistical texture properties are represented by a discrete distribution mixture of product components. A natural colour or multispectral texture is spectrally factorized and discrete mixtures models are learned and used to synthesize single orthogonal monospectral components. Texture synthesis is based on easy computation of arbitrary conditional distributions from the model. Finally single synthesized monospectral texture components are transformed into the required synthetic colour texture. This model can easily serve for texture segmentation, retrieval or to model single factors in complex Bidirectional Texture Function (BTF) space models. The advantages and weak points of the presented approach are demonstrated on several colour texture applications."@en . "[76228623B85D]" . "0302-9743" . . "7"^^ . . "Discrete distribution mixtures; EM algorithm; texture modeling"@en . . . . "3"^^ . "Pravd\u011Bpodobnostn\u00ED diskr\u00E9tn\u00ED sm\u011Bsov\u00E9 barevn\u00E9 texturn\u00ED modely"@cs . "5197" . . "RIV/67985556:_____/08:00311950!RIV09-GA0-67985556" . "389729" . . "Pravd\u011Bpodobnostn\u00ED diskr\u00E9tn\u00ED sm\u011Bsov\u00E9 barevn\u00E9 texturn\u00ED modely"@cs . . "3"^^ . "DE - Spolkov\u00E1 republika N\u011Bmecko" . "RIV/67985556:_____/08:00311950" . . . . . "\u010Cl\u00E1nek prezentuje nov\u00FD generativn\u00ED multispektr\u00E1ln\u00ED texturn\u00ED model zalo\u017Een\u00FD na diskr\u00E9tn\u00EDch distribu\u010Dn\u00EDch sm\u011Bs\u00EDch. Statistick\u00E9 texturn\u00ED vlastnosti jsou reprezentov\u00E1ny pomoc\u00ED diskr\u00E9tn\u00ED distribu\u010Dn\u00ED sm\u011Bsi n\u00E1sobn\u00FDch komponent\u016F. P\u0159\u00EDrodn\u00ED barevn\u00E1 nebo multispektr\u00E1ln\u00ED textura je spektr\u00E1ln\u00ED faktorizov\u00E1na a diskr\u00E9tn\u00ED sm\u011Bsov\u00E9 modely se u\u010D\u00ED na jednotliv\u00FDch ortogon\u00E1ln\u00EDch monospektr\u00E1ln\u00EDch slo\u017Ek\u00E1ch. Synt\u00E9za textury je zalo\u017Eena na snadn\u00E9m v\u00FDpo\u010Dtu libovoln\u00E9 podm\u00EDn\u011Bn\u00E9 distribuce modelu. Nakonec jsou jednotliv\u00E9 syntetizovan\u00E9 monospektr\u00E1ln\u00ED texturn\u00ED slo\u017Eky transformov\u00E1ny do po\u017Eadovan\u00E9 syntetick\u00E9 barevn\u00E9 textury. Tento model se m\u016F\u017Ee snadno pou\u017E\u00EDt pro segmentaci textur, vyhled\u00E1v\u00E1n\u00ED, nebo modelov\u00E1n\u00ED jednotliv\u00FDch faktor\u016F model\u016F BTF prostoru. V\u00FDhody a nedostatky prezentovan\u00E9ho modelu jsou p\u0159edvedeny na n\u011Bkolika aplikac\u00EDch barevn\u00FDch textur."@cs . "Probabilistic Discrete Mixtures Colour Texture Models"@en . "Grim, Ji\u0159\u00ED" . . "P(1ET400750407), P(1M0572), P(GA102/07/1594), P(GA102/08/0593), Z(AV0Z10750506)" .