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ITHEA Classification Structure > G. Mathematics of Computing  > G.1 NUMERICAL ANALYSIS  > G.1.6 Optimization 
ITHEA Classification Structure > I. Computing Methodologies  > I.4 IMAGE PROCESSING AND COMPUTER VISION  > I.4.8 Scene Analysis 
ITHEA Classification Structure > I. Computing Methodologies  > I.5 PATTERN RECOGNITION  > I.5.1 Models 
РАСПОЗНАВАНИЕ ЗДАНИЙ НА СПУТНИКОВЫХ СНИМКА
By: Светлана Дьяконова (6174 reads)
Rating: (1.00/10)

Аннотация. В работе рассматривается применение нечеткого классификатора NEFClass к задаче распознавания зданий на спутниковых снимках сверхвысокого разрешения. Проводится сравнительный анализ методов обучения нейронной сети: генетического, градиентного и метода сопряженных градиентов касательно задачи распознавания зданий с различными формами крыши.

Ключевые слова: распознавание зданий на спутниковых изображениях, нечеткий классификатор NEFClass, методы обучения нейронных сетей.

ACM Classification Keywords: 1.4.7 Computing Methodologies - IMAGE PROCESSING AND COMPUTER VISION – Feature Measurement - Size and shape. G.1.6 Mathematics of Computing – NUMERICAL ANALYSIS – Optimization- Gradient methods. I.4.8 Computing Methodologies - IMAGE PROCESSING AND COMPUTER VISION – Scene Analysis - Object recognition. I.5.1 Computing Methodologies - PATTERN RECOGNITION - Models - Neural nets.

Link:

РАСПОЗНАВАНИЕ ЗДАНИЙ НА СПУТНИКОВЫХ СНИМКАХ СВЕРХВЫСОКОГО РАЗРЕШЕНИЯ

Светлана Дьяконова

http://foibg.com/ibs_isc/ibs-22/ibs-22-p07.pdf

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G.1.6 Optimization
article: CONSTRUCTING AN OPTIMAL INVESTMENT PORTFOLIO BY USING FUZZY SETS THEORY · FEATURES OF PLANNING TECHNOLOGIES IN COMPUTER-AIDED MANAGEMENT SYSTEMS ... · METHOD FOR CONTROLLING STATE CHANNEL WIRELESS NETWORKS UNDER A PRIORI ... · DIRECT AND DUAL PROBLEM OF INVESTMENT PORTFOLIO OPTIMIZATION UNDER UNCERTAINTY · MATRIXES LEAST SQUARES METHOD AND EXAMPLES OF ITS APPLICATION · КОМПЛЕКСНЫЙ АНАЛИЗ РИСКА БАНКРОТСТВА КОРПОРАЦИЙ В УСЛОВИЯХ НЕОПРЕДЕЛЕННОСТИ · CONSTRUCTING AN OPTIMAL INVESTMENT PORTFOLIO BY USING FUZZY SETS THEORY · A COMPARISON OF SOME APPROACHES TO THE RECOGNITION PROBLEMS IN CASE OF TWO ... · Automated Building Extraction System Applied On High Resolution Satellite ... · SPREADING THE MOORE - PENROSE PSEUDO INVERSE ON MATRICES EUCLIDEAN SPACES: ... · Solution Algorithm of Multicriteria Problems of Lexicographic Optimization ... · ABOUT CRITERIA FOR AN ESTIMATION OF NONLINEAR PARAMETERS IN MODELS OF ... · MATRIX “FEATURE VECTORS” IN GROUPING INFORMATION PROBLEM: LINEAR ... · VECTORS AND MATRIXES LEAST SQUARES METHOD: FOUNDATION AND APPLICATION ... · NUMERICAL INTEGRATION BY GENETIC ALGORITHMS · VECTORS AND MATRIXES IN GROUPING INFORMATION PROBLEM · NON SMOOTH OPTIMIZATION METHODS IN THE PROBLEMS OF CONSTRUCTING A LINEAR ... · RECURRENT PROCEDURE IN SOLVING THE GROUPING INFORMATION PROBLEM IN APPLIED... · АЛГОРИТМ ПОСТРОЕНИЯ ВЫПУКЛОГО ПРОДОЛЖЕНИЯ · ‘FEATURE VECTORS’ IN GROUPING INFORMATION PROBLEM IN APPLIED MATHEMATICS: .. · EFFECTIVE ENERGY RECOMPUTATION FOR LOW AUTOCORRELATION BINARY SEQUENCE PROBLEM · FUZZY SETS AS A MEAN FOR UNCERTAINTY HANDLING: MATH, APPLIED MATH, HEURISTICS · FUZZY SETS: MATH, APPLIED MATH, HEURISTICS? PROBLEMS AND INTERPRETATIONS · ИССЛЕДОВАНИЕ МНОГОКРИТЕРИАЛЬНОЙ ЗАДАЧИ ОП� · РАСПОЗНАВАНИЕ ЗДАНИЙ НА СПУТНИКОВЫХ СНИМКА · ПОСТРОЕНИЕ НЕЛИНЕЙНЫХ КЛАССИФИКАТОРОВ В СЛ · ЕВКЛИДОВЫ ПРОСТРАНСТВА ЧИСЛОВЫХ ВЕКТОРОВ И · TWO APPROACHES TO ONE OPTIMIZATION PROBLEM IN RECOGNITION THEORY · DIFFERENTIAL EVOLUTION – PARTICLE SWARM OPTIMIZATION · EXACT DISCRIMINANT FUNCTION DESIGN USING SOME OPTIMIZATION TECHNIQUES · IMPLEMENTATION OF GENETIC ALGORITHMS FOR TRANSIT POINTS ARRANGEMENT · APPLICATION OF DISCRETE OPTIMIZATION IN SOLVING A PROBLEM OF MULTI-ITEM ... · OPTIMAL DESIGN OF INTELLIGENT CONTROL SYSTEMS OF STEAM TURBINE USING GENETIC ... · OPTIMAL SYNTHESIS OF INTELLIGENT CONTROL SYSTEMS OF ATOMIC POWER STATION USING G · APPLICATION OF GENETIC ALGORITHMS TO VECTOR OPTIMIZATION OF THE AUTOMATIC CONTRO · REFERENCE-NEIGHBOURHOOD SCALARIZATION FOR MULTIOBJECTIVE INTEGER LINEAR ... · MINIMIZATION OF EMPIRICAL RISK IN LINEAR CLASSIFIER PROBLEM · BENCHMARK OF PSO-DE USING BBOB 2010 · PROTEIN STRUCTURE PREDICTION ON A THREE-DIMENSIONAL TRIANGULAR LATTICE · CLASSIFICATION OF HEURISTIC METHODS IN COMBINATORIAL OPTIMIZATION · APPLIED ASPECTS OF MATHEMATICAL MODELING AND OPTIMIZATION ... · DISTRIBUTED GENETIC ALGORITHM IMPLEMENTATION BY MEANS OF REMOTE METHODS ... · APPLICATION OF GENETIC ALGORITHMS TO VECTOR OPTIMIZATION ... · OPTIMAL SYNTHESIS OF INTELLIGENT CONTROL SYSTEMS OF ATOMIC POWER ... · OPTIMAL DESIGN OF INTELLIGENT CONTROL SYSTEMS OF STEAM TURBINE ... · FINDING THE RELATIONSHIP BETWEEN A SEARCH ALGORITHM AND ... · DATA FLOW ANALYSIS AND THE LINEAR PROGRAMMING MODEL1 · REPRESENTATION OF NEURAL NETWORKS BY DYNAMICAL SYSTEMS ·
I.4.8 Scene Analysis
article: CROP CLASSIFICATION IN UKRAINE USING SATELLITE OPTICAL AND SAR IMAGES · Automated Building Extraction System Applied On High Resolution Satellite ... · IMPACT OF SUBPIXEL PARADIGM ON DETERMINATION OF 3D POSITION FROM 2D IMAGE PAIR · APPLICATION OF SATELLITE OPTICAL AND SAR IMAGES FOR CROP MAPPING AND EREA ... · THE USE OF TIME-SERIES OF SATELLITE DATA TO FLOOD RISK MAPPING · CROP STATE AND AREA ESTIMATION IN UKRAINE BASED ON REMOTE AND INSITU ... · PROBABILISTIC ESTIMATION OF TRUST MODEL AND THREAT RESISTANCE ANALYSIS IN ... · РАСПОЗНАВАНИЕ ЗДАНИЙ НА СПУТНИКОВЫХ СНИМКА · ENVIRONMENTAL RISK ASSESSMENT USING GEOSPATIAL DATA AND INTELLIGENT METHODS · DEVELOPMENT OF PROCEDURES OF RECOGNITION OF OBJECTS WITH USAGE ·
I.5.1 Models
article: POLLEN GRAINS RECOGNITION USING STRUCTURAL APPROACH AND NEURAL NETWORKS · Bankruptcy risk forecasting under uncertainty with application of fuzzy · CONVOLUTION NETWORKS AS A METHOD OF REALISATION OF CUSTOMS RISK-MANAGEMENT · АППРОКСИМАЦИЯ ФУНКЦИИ ЯРКОСТИ ОБЪЕКТА ПОЛУТОНОВОГО ИЗОБРАЖЕНИЯ · SELF-MODIFICATED PREDICATE NETWORKS · ON A METHOD OF MULTI-ALGORITHMIC CLASSIFICATION · PROCESSING SETS OF CLASSES’ LOGICAL REGULARITIES · ADAPTIVE FUZZY PROBABILISTIC CLUSTERING OF INCOMPLETE DATA · THE INVERSE MASLOV METHOD AND ANT TACTICS FOR EXHAUSTIVE SEARCH DECREASING · JOINT STUDY OF VISUAL PERCEPTION MECHANISM AND COMPUTER VISION SYSTEMS THAT ... · Online Handwritten Mathematical Expressions Recognition System Using Fussy ... · Automated Building Extraction System Applied On High Resolution Satellite ... · SPREADING THE MOORE - PENROSE PSEUDO INVERSE ON MATRICES EUCLIDEAN SPACES: ... · CONSTRUCTION OF CLASS LEVEL DESCRIPTION FOR EFFICIENT RECOGNITION OF ... · INFORMATION TECHNOLOGY OF PROCESSING INFORMATION OF THE CUSTOMS CONTROL · MODEL FOR ASTRONOMICAL DATING OF THE CHRONICLE OF HYDATIUS: ... · MATRIX “FEATURE VECTORS” IN GROUPING INFORMATION PROBLEM: LINEAR ... · EFFICIENT SIMULATION FOR PROLOG IMPLEMENTATION OF IMAGE RECOGNITION PROBLEM · VECTORS AND MATRIXES IN GROUPING INFORMATION PROBLEM · CROP STATE AND AREA ESTIMATION IN UKRAINE BASED ON REMOTE AND INSITU ... · THE INVERSE METHOD FOR SOLVING ARTIFICIAL INTELLIGENCE PROBLEMS IN ... · RECURRENT PROCEDURE IN SOLVING THE GROUPING INFORMATION PROBLEM IN APPLIED... · ‘FEATURE VECTORS’ IN GROUPING INFORMATION PROBLEM IN APPLIED MATHEMATICS: .. · ADAPTIVE CLUSTERING OF INCOMPLETE DATA USING NEURO-FUZZY KOHONEN NETWORK · INTELLIGENT ANALYSIS OF MARKETING DATA · FUZZY SETS AS A MEAN FOR UNCERTAINTY HANDLING: MATH, APPLIED MATH, HEURISTICS · PERFORMANCE OF COMPUTER-AIDED DIAGNOSIS TECHNIQUES IN INTERPRETATION OF ... · FUZZY SETS: MATH, APPLIED MATH, HEURISTICS? PROBLEMS AND INTERPRETATIONS · ОНЛАЙН РАСПОЗНАВАНИЕ РУКОПИСНЫХ МАТЕМАТИЧ� · РАСПОЗНАВАНИЕ ЗДАНИЙ НА СПУТНИКОВЫХ СНИМКА · СЛОЖНЫЕ ЗАДАЧИ РАСПОЗНАВАНИЯ ОБРАЗОВ И ВОЗМОЖНОСТИ ИХ РЕШЕНИЯ · THE USAGE OF NEURAL NETWORKS FOR THE MEDICAL DIAGNOSIS · SYNTHESIS OF CORRECTOR FAMILY WITH HIGH RECOGNITION ABILITY* · FLOOD RISK ASSESSMENT BASED ON GEOSPATIAL DATA · FUZZY ARTMAP NEURAL NETWORKS FOR COMPUTER AIDED DIAGNOSIS · STRUCTURAL MODEL OF HALFTONE IMAGE AND IMAGE SEGMENTATION EXPERIMENTS · HIGH-PERFORMANCE INTELLIGENT COMPUTATIONS ... · INTELLIGENCE ALGORITHMS FOR INCREASING NAVIGATION SYSTEMS ACCURACY · ADAPTIVE GUSTAFSON-KESSEL FUZZY CLUSTERING ALGORITHM BASED ON ... · UNCERTAINTY AND FUZZY SETS: CLASSIFYING THE SITUATION · LOGIC BASED PATTERN RECOGNITION - ONTOLOGY CONTENT (1) 1 · EVALUATING MISCLASSIFICATION PROBABILITY USING EMPIRICAL RISK1 · FUZZY SETS: ABSTRACTION AXIOM, STATISTICAL INTERPRETATION, OBSERVATIONS ... · AN APPROACH TO COLLABORATIVE FILTERING BY ARTMAP NEURAL NETWORKS ·
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