the proceedings contains 335 papers. the following topics are dealt with: image processing;object recognition;text recognition;graphics recognition;image texture analysis;image matching techniques;intelligent control;...
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ISBN:
(纸本)0818608781
the proceedings contains 335 papers. the following topics are dealt with: image processing;object recognition;text recognition;graphics recognition;image texture analysis;image matching techniques;intelligent control;3-D image processing and object recognition;character recognition;filtering and estimation;image edge detection and relaxation;vision;image segmentation;speech recognition;techniques in patternrecognition;image processing architecture;medical mapping;topographic mapping;Hough transforms and related techniques;image classification techniques;3-D pattern analysis;clustering, classification and coding;algorithms for image processing;computer vision;shape recognition;optical flow;and biomedical applications of imaging technology.
the proceedings contain 7 papers. the special focus in this conference is on patternrecognition Applications and Methods. the topics include: Dimensionality Reduction and Attention Mechanisms for Extracting Affective...
ISBN:
(纸本)9783030661243
the proceedings contain 7 papers. the special focus in this conference is on patternrecognition Applications and Methods. the topics include: Dimensionality Reduction and Attention Mechanisms for Extracting Affective State from Sound Spectrograms;efficient Radial Distortion Correction for Planar Motion;a Preliminary Study on Tree-Top Detection and Deep Learning Classification Using Drone Image Mosaics of Japanese Mixed Forests;investigating Similarity Metrics for Convolutional Neural Networks in the Case of Unstructured Pruning;encoding of Indefinite Proximity Data: A Structure Preserving Perspective.
the proceedings contain 62 papers. the special focus in this conference is on patternrecognition and Machine Intelligence. the topics include: Edge Detection in Gray Scale Images Using Partial Sum of Second...
ISBN:
(纸本)9783031126994
the proceedings contain 62 papers. the special focus in this conference is on patternrecognition and Machine Intelligence. the topics include: Edge Detection in Gray Scale Images Using Partial Sum of Second Order Taylor Series Expansion;image Re-attentionizing Using Particle Swarm Optimization;Auto-Encoder Guided Attention Based Network for Hyperspectral Recovery from Real RGB Images;raga Classification in Carnatic Music Using Audio thumbnailing;wavelet Residual Learning for Efficient Future Frame Prediction from Natural Video Sequences;voice Privacy through Time-Scale and Pitch Modification;abusive Speech Detection and Politeness Transfer;Voice Liveness Detection Using Bump Wavelet with CNN;Classification of Task Evoked fMRI Signals Using Temporal Characteristics of Brain Regions;ensemble Models for Multi-class Classification of Diabetic Retinopathy;Identification of Potential Biomarkers Using Integrative Approach: An Application of ESCC;autoencoder Assisted Cancer Subtyping by Integrating Multi-omics Data;ADHDNet: A DNN Based Framework for Efficient ADHD Detection from fMRI Dataset;Multi-stage Transfer Learning Based Yoga Pose recognition Using CNN;autoencoder and Extreme Learning Machine Based Deep Multi-label Classifier;neural Pooling for Graph Neural Networks;pedestrian Detection and Movement Direction recognition with Convolutional Neural Network;deep Learning Based Tree Detection and Counting for Remotely Sensed Images;cateReR: A Graph Neural Network-Based Model for Category-Wise Reliability-Aware Recommendation;Attention Assisted Patch-Wise CNN for the Segmentation of Fluids from the Retinal Optical Coherence Tomography Images;A Reinforcement Learning Framework for Lung Segmentation of COVID-19 and Pneumonia Affected Chest X-Ray Image;deep and Bio-Inspired Spiking Neural Networks Based Optimized Multi-modal Neurological Image Fusion Model;model Compression Techniques for Atrial Fibrillation Detection on Mobile Devices;speckle De-noising with Local Oriented
the proceedings contain 72 papers. the topics discussed include: a fuzzy c-means based approach towards efficient document image binarization;a hybrid deep neural network for online learning;an image encryption techni...
ISBN:
(纸本)9781538622414
the proceedings contain 72 papers. the topics discussed include: a fuzzy c-means based approach towards efficient document image binarization;a hybrid deep neural network for online learning;an image encryption technique using sine curve;a novel method for summarization and evaluation of messages from twitter;distance metric learnt kernel based SVMs for semi-supervised pattern classification;event recognition in unconstrained video using multi-scale deep spatial features;location aware hierarchical cell-based anomaly detection and categorization in crowded scenes;multi-channel generalized pseudo-Jacobi-Fourier moments for color image reconstruction and object recognition;and multi-ellipse fitting with PEARL and a multi-objective genetic algorithm.
the proceedings contain 78 papers. the topics discussed include: a hierarchical convolution neural network scheme for radar pulse detection;self-training using selection network for semi-supervised learning;variationa...
ISBN:
(纸本)9789897583971
the proceedings contain 78 papers. the topics discussed include: a hierarchical convolution neural network scheme for radar pulse detection;self-training using selection network for semi-supervised learning;variational inference of dirichlet process mixture using stochastic gradient ascent;on the similarity between hidden layers of pruned and unpruned convolutional neural networks;comparison of algorithms for tree-top detection in drone image mosaics of Japanese mixed forests;a new diversity maintenance strategy based on the double granularity grid for multiobjective optimization;and subject-independent pain recognition using physiological signals and para-linguistic vocalizations.
the proceedings contain 87 papers. the topics discussed include: head posture recognition based on Newton-Raphson method;valid activity acquisition and recognition with WIFI based on blind source separation;an online ...
ISBN:
(纸本)9781450387835
the proceedings contain 87 papers. the topics discussed include: head posture recognition based on Newton-Raphson method;valid activity acquisition and recognition with WIFI based on blind source separation;an online prediction and trajectory tracking method for human activity recognition;weakly supervised fine-grained image recognition based on multi-channel attention and object localization;a lightweight handwriting recognition system based on an improved convolutional neural network;a model for luggage re-identification based on the network ensemble;AMINN: attention-based multi-information neural network for emotion recognition;a modular lane detection method based on scene understanding;asymmetric convolution-based neural network for SAR ship detection from scratch;and modulation characteristics of coherent motion field for the moving vehicles.
this book constitutes the refereed proceedings of the 8th IAPR internationalconference on patternrecognition in Bioinformatics, PRIB 2014, held in Stockholm, Sweden in August 2014. the 9 revised full papers and 9 re...
ISBN:
(数字)9783319091921
ISBN:
(纸本)9783319091914;9783319091921
this book constitutes the refereed proceedings of the 8th IAPR internationalconference on patternrecognition in Bioinformatics, PRIB 2014, held in Stockholm, Sweden in August 2014. the 9 revised full papers and 9 revised short papers presented were carefully reviewed and selected from 29 submissions. the focus of the conference was on the latest Research in patternrecognition and Computational Intelligence-Based Techniques Applied to Problems in Bioinformatics and Computational Biology.
the proceedings contain 54 papers. the topics discussed include: weakly supervised semantic roadside object segmentation using digital maps;design of high gain microstrip array antenna and beam steering for X band rad...
ISBN:
(纸本)9781728193311
the proceedings contain 54 papers. the topics discussed include: weakly supervised semantic roadside object segmentation using digital maps;design of high gain microstrip array antenna and beam steering for X band radar application;a learning mechanism for BRBES using enhanced belief rule-based adaptive differential evolution;object detection in 3D point clouds via local correlation-aware point embedding;analysis of tourists’ nationality effects on behavior-based emotion and satisfaction estimation;multi-module spatial semantic network for semantic segmentation;and virtual and augmented reality animals in smart and playful cities.
the proceedings contain 49 papers. the topics discussed include: the gapped spectrum kernel for support vector machines;typhoon damage scale forecasting with self-organizing maps trained by selective presentation lear...
ISBN:
(纸本)9783642397110
the proceedings contain 49 papers. the topics discussed include: the gapped spectrum kernel for support vector machines;typhoon damage scale forecasting with self-organizing maps trained by selective presentation learning;dynamic-radius species-conserving genetic algorithm for the financial forecasting of Dow Jones index stocks;multi model transfer learning with RULES family;3D geovisualization techniques applied in spatial data mining;improving the efficiency of distributed data mining using an adjustment work flow;sign language recognition with support vector machines and hidden conditional random fields: going from fingerspelling to natural articulated words;classification and outlier detection based on topic based pattern synthesis;decremental learning of evolving fuzzy inference systems: application to handwritten gesture recognition;and unsupervised tagging of Spanish lyrics dataset using clustering.
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