Natural image statistics and visual processing

Arjen van der Schaaf

Natural image statistics and visual processing

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Samenvatting

The visual system of a human or animal that functions in its natural environment receives huge amounts of visual information. This information is vital for the survival of the organism. In this thesis I follow the hypothesis that evolution has optimised the biological visual system to process the images that it commonly encounters i.e., natural images. To this end I investigate the structure of natural images with statistical methods, with as the ultimate aim to gain a better understanding of the visual processing in biological systems. ... Zie: Summary.

Originele taal-2	English
Kwalificatie	Doctor of Philosophy
Toekennende instantie	Rijksuniversiteit Groningen
Begeleider(s)/adviseur	Stavenga, Doekele, Supervisor van Hateren, Johannes, Co-supervisor
Datum van toekenning	6-mrt.-1998
Uitgever	s.n.
Status	Published - 6-mrt.-1998

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titlecon.pdfFinal publisher's version, 25,2 KB
c1.pdfFinal publisher's version, 34,2 KB
c2.pdfFinal publisher's version, 411 KB
c3.pdfFinal publisher's version, 305 KB
c4.pdfFinal publisher's version, 480 KB
referenc.pdfFinal publisher's version, 16,4 KB
samenvat.pdfFinal publisher's version, 14,5 KB
stelling.pdfFinal publisher's version, 6,17 KB
summary.pdfFinal publisher's version, 13,4 KB

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title = "Natural image statistics and visual processing",

abstract = "The visual system of a human or animal that functions in its natural environment receives huge amounts of visual information. This information is vital for the survival of the organism. In this thesis I follow the hypothesis that evolution has optimised the biological visual system to process the images that it commonly encounters i.e., natural images. To this end I investigate the structure of natural images with statistical methods, with as the ultimate aim to gain a better understanding of the visual processing in biological systems. ... Zie: Summary.",

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N2 - The visual system of a human or animal that functions in its natural environment receives huge amounts of visual information. This information is vital for the survival of the organism. In this thesis I follow the hypothesis that evolution has optimised the biological visual system to process the images that it commonly encounters i.e., natural images. To this end I investigate the structure of natural images with statistical methods, with as the ultimate aim to gain a better understanding of the visual processing in biological systems. ... Zie: Summary.

AB - The visual system of a human or animal that functions in its natural environment receives huge amounts of visual information. This information is vital for the survival of the organism. In this thesis I follow the hypothesis that evolution has optimised the biological visual system to process the images that it commonly encounters i.e., natural images. To this end I investigate the structure of natural images with statistical methods, with as the ultimate aim to gain a better understanding of the visual processing in biological systems. ... Zie: Summary.

KW - Proefschriften (vorm)

KW - Beeldverwerking

KW - Visuele waarneming

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M3 - Thesis fully internal (DIV)

PB - s.n.

ER -