Non-iterative Symmetric Two-Dimensional Linear Discriminant Analysis
スポンサーリンク
概要
- 論文の詳細を見る
Linear discriminant analysis (LDA) is one of the well-known schemes for feature extraction and dimensionality reduction of labeled data. Recently, two-dimensional LDA (2DLDA) for matrices such as images has been reformulated into symmetric 2DLDA (S2DLDA), which is solved by an iterative algorithm. In this paper, we propose a non-iterative S2DLDA and experimentally show that the proposed method achieves comparable classification accuracy with the conventional S2DLDA, while the proposed method is computationally more efficient than the conventional S2DLDA.
- 2011-04-01
著者
-
Inoue Kohei
Kyushu Univ. Fukuoka Jpn
-
Inoue Kohei
Faculty Of Design Kyushu University
-
Inoue Kohei
Department Of Visual Communication Design Kyushu University
-
Urahama Kiichi
Department Of Visual Communication Design Kyushu University
-
Urahama Kiichi
Kyushu Univ. Fukuoka‐shi Jpn
-
Hara Kenji
Faculty Of Agriculture Kyushu University
-
Urahama Kiichi
Faculty Of Computer Science And Systems Engineering Kyushu Institute Of Technology
-
Hara Kenji
Department Of Visual Communication Design Kyushu University
関連論文
- バイラテラルフィルタを用いる再構成誤差最小化反復法による単一画像の超解像
- Characterization of gelatinolytic enzymes in the skeletal muscle of red sea bream Pagrus major
- Characteristics of a self-assembled fibrillar gel prepared from red stingray collagen
- 非等方バイラテラルフィルタによる画像再構成を利用する単一画像の超解像
- Effect of enzymatic fish-scrap protein hydrolysate on gel-forming ability and denaturation of lizard fish Saurida wanieso surimi during frozen storage
- Effect of Squid Protein Hydrolysate on Freeze-Induced Denaturation of Lizardfish (Saurida wanieso) Myofibrillar Protein
- Effect of Proteolytic Squid Protein Hydrolysate on Textural Quality and Denaturation of Wanieso Lizardfish (Saurida wanieso) Surimi during Frozen Storage
- Effect of Fish Protein Hydrolysate Gel-forming Ability, State of Water, and Denaturation of Wanieso Lizardfish Surimi during frozen Storage
- Growth hormone-like substance in the rotifer Brachionus plicatilis
- A FACTORIZATION METHOD FOR FISH-EYE CAMERAS(International Workshop on Advanced Image Technology 2006)
- GENERATING ILLUSTRATION IMAGES WITH ISOLUMINANT COLORS(International Workshop on Advanced Image Technology 2006)
- IMAGE RECOLORING BY EIGENCOLOR MAPPING(International Workshop on Advanced Image Technology 2006)
- Distinctive catalytic actions of carp dipeptidases from ordinary muscle and intestine
- Purification and characterization of a novel dipeptidase from carp ordinary muscle
- Purification and characterization of thermostable dipeptidase from carp intestine
- Gene structure of carp Cyprinus carpio cathepsin B
- Cryoprotective effects of shrimp head protein hydrolysate on gel forming ability and protein denaturation of lizardfish surimi during frozen storage
- Occurrence of two distinct molecular species of cathepsin B in carp Cyprinus carpio
- Concentration-Dependent Effect of Shrimp Head Protein Hydrolysate on Freeze-Induced Denaturation of Lizardfish Myofibrillar Protein during Frozen Storage
- Myofibrillar proteolysis by myofibril-bound serine protease from white croaker Argyrosomus argentatus
- Purification and characterization of myofibril-bound serine protease from crucian carp Carassius giberio langsdorfi muscle
- Effect of Enzymatic Fish Protein Hydrolysate from Fish Scrap on the State of Water and Denaturation of Lizard Fish (Saurida wanieso) Myofibrils during Dehydration
- Multimedia Search Based on Non-Negative Matrix Factorization
- Effect of the Protein Hydrolysate from Shrimp Head on Freeze-Induced Denaturation of Fish Myofibrillar Protein
- Effect of Shrimp Chitin and Shrimp Chitin Hydrolysate on the Freeze-Induced Denaturation, and on the Amount of Unfreezable Water of Wanieso Lizardfish Myofibrillar Protein
- Effect of Shrimp Chitin and Shrimp Chitin Hydrolysate on the State of Water and Dehydration-induced Denaturation of Lizard Fish Myofibrillar Protein
- Effect of shrimp head protein hydrolysates on the state of water and denaturation of fish myofibrils during dehydration
- A serine proteinase from the sarcoplasmic fraction of red sea bream Pagrus major is possibly derived from blood
- Robust Fuzzy Clustering of Similarity Data
- An Improved Method of the Purification of Ricin D
- 164. Structure and Toxic Function of Ricin. (V) : Regeneration of Ricin D from Reduced Polypeptide Chains
- 重みの分解によるベクトル値多重画像の高速バイラテラルフィルタリング
- Graph-Spectral Filter for Removing Mixture of Gaussian and Random Impulsive Noise
- Denoising of Multi-Modal Images with PCA Self-Cross Bilateral Filter
- Semi-Supervised Classification with Spectral Subspace Projection of Data(Pattern Recognition)
- Unsupervised and Semi-Supervised Extraction of Clusters from Hypergraphs(Pattern Recognition)
- n-Mode Singular Vector Selection in Higher-Order Singular Value Decomposition
- Unsupervised Learning Algorithm for Fuzzy Clustering
- Semi-Supervised Classification with Spectral Projection of Multiplicatively Modulated Similarity Data(Pattern Recognition)
- Concentration Dependent Effect of Enzymatic Fish Protein Hydrolysate on the State of Water and Denaturation of Lizard Fish (Saurida wanieso) Myofibrils during Dehydration
- 183. Structure and Toxic Function of Ricin (VII) : Behavior of Ricin in the Process of Germination of Castor Bean Seeds
- 182. Structure and Toxic Function of Ricin (VI) : Proteolytic Activity of SH-Alanine Chain of Ricin D
- Nonlinear Scale Spaces by Iterated Filtering of Images(Special Issue on Multiresolution Analysis)
- Equivalence between Fuzzy Hough Transform and Graph Spectral Method for Fuzzy Cluster Extraction
- Speed-Up of Image Analogy Method Based on Sparse Eigen-Decomposition
- Analog Method for Solving Combinatorial Optimization Problems
- Convergence of Alternative C-Means Clustering Algorithms
- Kth Largest Element Selection Circuit for Order Statistics Signal Processing
- Collaborative Filtering Based on Correlation between Items
- Edge-Preserving Cross-Sharpening of Multi-Modal Images
- Multimodal Pattern Classifiers with Feedback of Class Memberships
- Continuous Optimization for Item Selection in Collaborative Filtering(Biocybernetics, Neurocomputing)
- Acceleration of Image Retrieval Based on Edge Orientatioon Correlogram
- Non-iterative Symmetric Two-Dimensional Linear Discriminant Analysis