First-Order and Multi-Stage First-Order Image Subsampling Using a FANN-Based Pattern Matching Method

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http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861510

IEEE-INNS-ENNS International Joint Co ...

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	Adriana Dumitras, "First-Order and Multi-Stage First-Order Image Subsampling Using a FANN-Based Pattern Matching Method," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 5, pp. 5446, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000.

	BibTex	x
	@article{ 10.1109/IJCNN.2000.861510, author = {Adriana Dumitras}, title = {First-Order and Multi-Stage First-Order Image Subsampling Using a FANN-Based Pattern Matching Method}, journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on}, volume = {5}, year = {2000}, issn = {1098-7576}, pages = {5446}, doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861510}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on TI - First-Order and Multi-Stage First-Order Image Subsampling Using a FANN-Based Pattern Matching Method SN - 1098-7576 SP EP A1 - Adriana Dumitras, PY - 2000 VL - 5 JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on ER -

Adriana Dumitras, University of British Columbia

We propose a method for image subsampling using feedforward artificial neural networks (FANNs). Our method employs pattern matching in order to extract information about the presence of local edges. This information is then used to select the FANN desired output values during training. We show that, when applied to first-order and high-order image subsampling, our method effectively subsamples high detail and smooth image areas, consistently outperforming traditional lowpass filtering and subsampling (LPFS) methods.

Citation:

Adriana Dumitras, "First-Order and Multi-Stage First-Order Image Subsampling Using a FANN-Based Pattern Matching Method," ijcnn, vol. 5, pp.5446, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000

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