A NEURO FUZZY CLASSIFIER FOR KARYOTYPING UNREFINED CHROMOSOME DATA(International Workshop on Advanced Image Technology 2005)
スポンサーリンク
概要
- 論文の詳細を見る
One of the most under consideration progresses in medical image processing is chromosome analysis and classification performed on dividing cells in their metaphase stage what is called a karyotype. Many studies for computer-based chromosome analysis using artificial neural network (ANN) have shown that it would be a good idea for classification of chromosomes. But in most of those works some limitations appears. There are many sources of uncertainty in this problem domain, making complete karyotyping a difficult task. Thus one of the most important aspects is the lack of approximate reasoning. In this work it is tried to give this ability to those classifiers in a very simple way using adaptive structure of Fuzzy systems. The experiments show that the performance of this system in case of unrefined data like old version of Copenhagen data set is better than previous works.
- 社団法人電子情報通信学会の論文
- 2005-01-03
著者
-
Akbari Mohammad
Graduate School Of Information Science And Engineering Tokyo Institute Of Technology
-
Nakajima Masayuki
Graduate School Of Information And Engineering Tokyo Institute Of Technology
関連論文
- D-11-38 Oriental Brush Stroke Synthesis with Dynamic Programming
- D-12-125 Pose recognition of hand scans using prototypes
- PERSONAL SPACE-BASED MODELING OF RELATIONSHIPS BETWEEN PEOPLE FOR NEW HUMAN-COMPUTER INTERACTION(International Workshop on Advanced Image Technology 2009)
- A-15-23 Tongue Detection from Video for Human-Computer Interaction
- Sketch-Based Evaluation of Image Segmentation Methods(Advanced Image Technology)
- D-12-30 Morphological Scale Space based Color Segmentation
- SKETCH-BASED FINE-TUNING OF IMAGE SEGMENTATION METHODS(International Workshop on Advanced Image Technology 2006)
- A Multiscale Decomposition of Point-sampled 3D Objects
- D-8-6 Virtual Vision System for Autonomous Agents(D-8. 人工知能と知識処理, 情報・システム1)
- D-12-135 A Scale-space Approach for Features of Intermediate Complexity Detection from Point-sampled 3D Objects(D-12. パターン認識・メディア理解, 情報・システム2)
- Color Transfer between Images Based on Basic Color Category(Image Processing, Image Pattern Recognition)
- Generation of Inter Slices Medical Images based on Snake Model and Elastic Body Spline
- Scale-Space Processing of Point-Sampled Geometry for Efficient 3D Object Segmentation(Cyberworlds)
- SCALE-SPACE FRAMEWORK FOR EFFICIENT SEGMENTATION OF POINT-SAMPLED GEOMETRY(International Workshop on Advanced Image Technology 2005)
- A Study on View-Dependent Line Rendering (マルチメディア情報処理,映像表現,ネットワーク映像メディア,画像情報システム第3回International Workshop on Advanced Image Technology(IWAIT2001))
- HOLOGRAM WORKS ON DEFORMABLE OBJECTS : CONTOUR EXTRACTION OF A SOAP BUBBLE FROM AN IMAGE (Computer Graphics and Display/Broadcast System)(International Workshop On Advanced Image Technology (IWAIT2004))
- A Method of Rendering Scenes Including Volumetric Objects Using Ray-Volume Buffers : Expansion to Perspective Projection (Computer Graphics and Display/Broadcast System)(International Workshop On Advanced Image Technology (IWAIT2004))
- A Framework for 2D Image-Based Visual Stereo Image Generation
- SPHERICAL WAVELET DESCRIPTORS FOR CONTENT BASED 3D MODEL RETRIEVAL(International Workshop on Advanced Image Technology 2006)
- D-12-156 (D-12. パターン認識・メディア理解B)
- レンジデータからの3次元物体の再構成と表現のためのRadial Basis Functionに基づいた手法
- Boundary Constraints based Implicit Representation and Reconstruction of Complex 3D Objects
- D-12-88 A Polygon-free based Approach for 3D Shape Transformation
- A RADIAL BASIS FUNCTION BASED APPROACH FOR 3D OBJECT MODELING AND RECONSTRUCTION
- Motion Belts : Visualization of Human Motion Data on a Timeline
- D-12-103 Single View Part Based Modeling from Sketches
- D-12-44 Modeling using Principal Directions of Curvature
- Query-by-Sketch Based Image Synthesis
- Estimation of Skull & Cortex surface from the Scalp boundary.
- 実写画像からの動き抽出によるバーチャルフィッシュのアニメーション合成(3次元映像情報メディア技術)
- 極分解補間を用いた線形フラクタル形状のアニメーション(論文 3次元映像情報メディア技術)
- コンピュータアニメーション画像の可逆ハイブリット符号化法
- A Case Study on Design and Implementation of The Mobile Virtual Environments
- A-16-45 A Design of Mobile Virtual Environments
- Garment Drape Image Simulation By Using Gabor Wavelets (Computer Graphics/Vision I)(International Workshop On Advanced Image Technology (IWAIT2004))
- A New Method for Fabric Buckling Visualization Based on Gabor Wavelets
- Simulation of Human Facial Aging and Skin Senility (マルチメディア情報処理 映像表現 ネットワーク映像メディア 画像情報システム--第4回 Interntionl Workshop on Advanced Image Technology(IWAIT2002))
- Simulation of Human Facial Aging and Skin Senility
- A-15-8 A New Virtual Interface Device for the Foot Motion Sensing CAVE
- D-6-11 Real Time Virtual Interface For Walking on CAVE
- D-12-13 Image Indexing using Color Blobs
- Color Blobs based Image Categorization for mobile devices
- D-12-12 Contents Classification in a Mobile Environment : Image Categorization using Color Blobs
- Compression of Animation Using Structure Runlength Coding
- Compression of Animation Using Structure Runlength Coding
- セントロイドに基づいた2次元Shape Blending
- Object Color Spectra Database Socs and Its Visualization Software-Socs Viewer (マルチメディア情報処理,映像表現,ネットワーク映像メディア,画像情報システム第3回International Workshop on Advanced Image Technology(IWAIT2001))
- Visualization Software for Spectral Database SOCS
- D-12-57 Evaluation and Comparison of Different Region Extraction Methods to Enhance Pixel-Based Skin Detection(D-12. パターン認識・メディア理解, 情報・システム2)
- 15-1 Polar Decomposition Interpolations for Linear Fractal Metamorphosis
- Petri Net Modeling Methods For Generating Self-Similar Fractal Images
- COLOR BLOBS-BASED IMAGE RETRIEVAL IN BROAD DOMAINS(International Workshop on Advanced Image Technology 2005)
- A Novel 3-D Visualization Algorithm for Rendering Fractal Patterns (マルチメディア情報処理 映像表現 ネットワーク映像メディア 画像情報システム--第4回 Interntionl Workshop on Advanced Image Technology(IWAIT2002))
- Visible Volume Buffer for Efficient Hair Expression and Shadow Generation (特集 グラフィクスと画像コンテンツ生成の新展開) -- (フォトリアリスティックレンダリング)
- 15-2 Image Metamorphosis for Inter Slice Interpolation of Medical Images
- Semiautomatic 3D Virtual Fish Modeling based on 2D Texture
- Visual Stereo Image Generation Based on Phase Correlation
- 透視変換における幾何学的不変量を用いたバーチャルスタジオのためのカメラパラメータの抽出(論文 3次元映像情報メディア技術)
- Extraction of Camera Parameters Using Projective Invariance for Virtual Studio
- COLLISION-FREE VIRTUAL NAVIGATION USING VIEWPOINT SPECIFIC DEPTH INFORMATION
- THE FIRST STUDY OF ASTHENOPIA AFTER WATCHING STEREOSCOPIC IMAGES(International Workshop on Advanced Image Technology 2005)
- WARAJI : FOOT-DRIVEN NAVIGATION INTERFACES FOR VIRTUAL REALITY APPLICATIONS ON CAVE(International Workshop on Advanced Image Technology 2005)
- Image-based Daylight Simulation : Sunrise to Sunset Simulation
- Using Image-Based Daylight Simulation Technique to Accelerate Computer Graphics Rendering Process
- Image-based Building Shadow Generation by Shape from Shadow Silhouette Technique (論文小特集 映像情報の検索技術と編集処理)
- A-15-6 A Novel Approach for Detection of Position of the Tongue in a Frontal View
- On-line Recognition of Cursive Hangul by DP Matching with Structural Information
- 数画像からの3次元ヘアモデルの生成(VRを支える映像情報メディア技術)
- Histogram-based Hair Rendering
- Hair Rendering by Pseudo Shadow
- 2次元画像からのヘアモデルの生成(VRを支える映像情報メディア技術)
- スペクトルデータベースを用いた昼光色の色温度シミュレーション(カラーマネジメントおよび色彩工学)
- Generation of Inter Slices Medical Images based on Snake Model and Elastic Body Spline
- Image Morphing by using Thin Plate Spline Transformation and Snake Model
- Image Morphing by using Thin Plate Spline Transformation and Snake Model
- Image Metamorphosis based on Elastic Body Spline and Snake Model
- Group Theory Mathematical Approach for Generating Islamic Symmetric Patterns
- Extraction of Camera Parameters Using Projective Invariance for Virtual Studio
- Non-Linear Image Registration : Combining Viscous Fluid Deformations and Elastic Body Splines
- Inverse Photon Tracing for Interactive Global Illumination
- Spatio-temporal Prefiltering Scheme Based on Anisotropic Diffusion in Low Bitrate Video Coding (Image Processing and Coding)(International Workshop On Advanced Image Technology (IWAIT2004))
- An Enhanced Facial Recognition Considering Aging Based on Computational Neural Networks(International Workshop on Advanced Image Technology 2005)
- Box-Neighbor Correlation Technique For Estimating Hausdorff Dimension of Chaotic Attractors
- EFFECT OF FRAME DELAY ON STEREOSCOPIC VISION USING MOVING PICTURES (Computer Graphics and Display/Broadcast System)(International Workshop On Advanced Image Technology (IWAIT2004))
- K-Means Algorithm Using Texture Directionality for Natural Image Segmentation
- Collision-Free Virtual Navigation Using Viewpoint Specific Depth Information (マルチメディア情報処理 映像表現 ネットワーク映像メディア 画像情報システム--第4回 Interntionl Workshop on Advanced Image Technology(IWAIT2002))
- A New Skin Detector for Different Color Spaces(International Workshop on Advanced Image Technology 2005)
- A NOVEL 3-D VISUALIZATION ALGORITHM FOR RENDERING FRACTAL PATTERNS
- COLOR IMAGE SEGMENTATION USING REGION GROWING BASED ON NEIGHBOURING REGION FEATURES
- ANIMATION DETABASE SYSTEM AND ITS TOOLS FOR PRODUCTION
- A NEURO FUZZY CLASSIFIER FOR KARYOTYPING UNREFINED CHROMOSOME DATA(International Workshop on Advanced Image Technology 2005)
- K-Means Algorithm Using Texture Directionality for Natural Image Segmentation
- Text Image Enhancemanet in Scenery Images for Degraded Character Recognition
- EFFECT OF FRAME DELAY ON STEREOSCOPIC VISION : Relationship between Frame Delay and Combinations of Movements of an Object(International Workshop on Advanced Image Technology 2005)
- Color Image Segmentation Using Region Growing based on Neighbouring region Features (マルチメディア情報処理,映像表現,ネットワーク映像メディア,画像情報システム 第4回International Workshop on Advanced Image Technology (IWAIT2002))
- Visual text entry based on Morse code generated with tongue gestures (ビジュアルコンピューティング論文特集号)
- A Motion Generator for Character Animation using Motion Dynamics Model (Computer Graphics/Vision I)(International Workshop On Advanced Image Technology (IWAIT2004))
- ANALYZING THE IMPORTANCE OF DIFFERENT FACIAL FEATURE POINTS IN NON-IDENTICAL FACIAL RECOGNITION(International Workshop on Advanced Image Technology 2006)
- D-12-91 Automatic Classification of Uchida-Kraepelin Test using Feed-Forward Neural Networks
- D-12-90 An Adaptive Neuro Fuzzy Inference System for Chromosome Classification