The proceedings contain 506 papers. The topics discussed include: face shape recovery from a single image using CCA mapping between tensor spaces;classifiability-based optimal discriminatory projection pursuit;blindly...
ISBN:
(纸本)9781424422432
The proceedings contain 506 papers. The topics discussed include: face shape recovery from a single image using CCA mapping between tensor spaces;classifiability-based optimal discriminatory projection pursuit;blindly separating mixtures of multiple layers with spatial shifts;structure-perceptron learning of a hierarchical log-linear model;unsupervised learning of probabilistic object models (POMs) for object classification, segmentation and recognition;classification via semi-Riemannian spaces;mining compositional features for boosting;context-aware clustering;locally adaptive learning for translation-variant MRF image priors;semi-supervised SVM batch mode active learning for image retrieval;semi-supervised distance metric learning for collaborative image retrieval;multiple-instance ranking: learning to rank images for image retrieval;correlational spectral clustering;and a parallel decomposition solver for SVM: distributed dual ascend using fenchel duality.
The proceedings contain 181 papers. The topics discussed include: modifications in normalized cross correlation expression for template matching applications;a generic strategy for designing an efficient and robust 11...
ISBN:
(纸本)9781601321916
The proceedings contain 181 papers. The topics discussed include: modifications in normalized cross correlation expression for template matching applications;a generic strategy for designing an efficient and robust 11mm-based action recognizer;partial discharge patternrecognition using Hilbert-Huang transform in acoustic signal analysis;a fuzzy condition sensitive hierarchical algorithm for template matching in emotionally expressive facial images;a generic approach for recognition and structural modelling of drawers' sketching gestures;handwritten Arabic (Indian) numerals recognition using Fourier descriptor and structure base classifier;recognition of soccer players after occlusions using temporal color signatures;biometric template protection for dynamic time warping-based user authentication;rating whole-body suspiciousness factors in automated surveillance of a public area;and categorizing global and local features of on-line signature verification using DTW and fuzzy logic.
The proceedings contain 516 papers. The topics discussed include: OmniLayout: room layout reconstruction from indoor spherical panoramas;boosting adversarial robustness using feature level stochastic smoothing;beyond ...
ISBN:
(纸本)9781665448994
The proceedings contain 516 papers. The topics discussed include: OmniLayout: room layout reconstruction from indoor spherical panoramas;boosting adversarial robustness using feature level stochastic smoothing;beyond joint demosaicking and denoising: an image processing pipeline for a pixel-bin image sensor;assessment of deep learning based blood pressure prediction from PPG and rPPG signals;towards domain-specific explainable AI: model interpretation of a skin image classifier using a human approach;DAMSL: domain agnostic meta score-based learning;deep learning based spatial-temporal in-loop filtering for versatile video coding;automated tackle injury risk assessment in contact-based sports - a rugby union example;two-stage network for single image super-resolution;and ***: dataset for automatic mapping of buildings, woodlands, water and roads from aerial imagery.
The proceedings contain 523 papers. The topics discussed include: latent fingerprint image enhancement based on progressive generative adversarial network;zero-shot learning in the presence of hierarchically coarsened...
ISBN:
(纸本)9781728193601
The proceedings contain 523 papers. The topics discussed include: latent fingerprint image enhancement based on progressive generative adversarial network;zero-shot learning in the presence of hierarchically coarsened labels;multivariate confidence calibration for object detection;context-guided super-class inference for zero-shot detection;learning sparse ternary neural networks with entropy-constrained trained ternarization (EC2T);now that i can see, i can improve: enabling data-driven finetuning of CNNs on the edge;enhancing facial data diversity with style-based face aging;a simplified framework for zero-shot cross-modal sketch data retrieval;unsupervised single image super-resolution network (USISResNet) for real-world data using generative adversarial network;cross-regional oil palm tree detection;and leaf spot attention network for apple leaf disease identification.
The proceedings contain 181 papers. The topics discussed include: modifications in normalized cross correlation expression for template matching applications;a generic strategy for designing an efficient and robust 11...
ISBN:
(纸本)9781601321916
The proceedings contain 181 papers. The topics discussed include: modifications in normalized cross correlation expression for template matching applications;a generic strategy for designing an efficient and robust 11mm-based action recognizer;partial discharge patternrecognition using Hilbert-Huang transform in acoustic signal analysis;a fuzzy condition sensitive hierarchical algorithm for template matching in emotionally expressive facial images;a generic approach for recognition and structural modelling of drawers' sketching gestures;handwritten Arabic (Indian) numerals recognition using Fourier descriptor and structure base classifier;recognition of soccer players after occlusions using temporal color signatures;biometric template protection for dynamic time warping-based user authentication;rating whole-body suspiciousness factors in automated surveillance of a public area;and categorizing global and local features of on-line signature verification using DTW and fuzzy logic.
The proceedings contains 115 papers from the 4th international conference on computer science and informatics, JCIS '98 and the 1st international workshop on high performance computervision, patternrecognition, ...
详细信息
The proceedings contains 115 papers from the 4th international conference on computer science and informatics, JCIS '98 and the 1st international workshop on high performance computervision, patternrecognition, and image processing, Volume 4. Topics discussed include: maintenance of controller software components using adaptation algorithms;construction methods of fuzzy decision trees;a comparison of wormhole routing algorithms in Cayley graphs;performance issues in multilevel secure database systems;visualizing distributed object systems;twisted cubes with fast optimal routing algorithms;multicommodity flow in networks;and a distributed connectivity algorithm for ad hoc networks.
The proceedings contain 2072 papers. The topics discussed include: clipped hyperbolic classifiers are super-hyperbolic classifiers;efficient deep embedded subspace clustering;noise is also useful: negative correlation...
ISBN:
(纸本)9781665469463
The proceedings contain 2072 papers. The topics discussed include: clipped hyperbolic classifiers are super-hyperbolic classifiers;efficient deep embedded subspace clustering;noise is also useful: negative correlation-steered latent contrastive learning;active learning for open-set annotation;understanding and increasing efficiency of Frank-Wolfe adversarial training;robust optimization as data augmentation for large-scale graphs;a re-balancing strategy for class-imbalanced classification based on instance difficulty;the devil is in the margin: margin-based label smoothing for network calibration;towards better plasticity-stability trade-off in incremental learning: a simple linear connector;learning Bayesian sparse networks with full experience replay for continual learning;a variational Bayesian method for similarity learning in non-rigid image registration;learning to learn by jointly optimizing neural architecture and weights;learning to prompt for continual learning;multi-frame self-supervised depth with transformers;and rethinking Bayesian deep learning methods for semi-supervised volumetric medical image segmentation.
The proceedings contain 466 papers. The topics discussed include: shape, albedo, and illumination from a single image of an unknown object;robust photometric stereo using sparse regression;2.5D building modeling by di...
ISBN:
(纸本)9781467312264
The proceedings contain 466 papers. The topics discussed include: shape, albedo, and illumination from a single image of an unknown object;robust photometric stereo using sparse regression;2.5D building modeling by discovering global regularities;angular domain reconstruction of dynamic 3D fluid surfaces;example-based 3D object reconstruction from line drawings;robust stereo with flash and no-flash image pairs;progressive graph matching: making a move of graphs via probabilistic voting;affine-invariant, elastic shape analysis of planar contours;jigsaw puzzles with pieces of unknown orientation;accidental pinhole and pinspeck cameras: revealing the scene outside the picture;decomposing global light transport using time of flight imaging;from pixels to physics: probabilistic color de-rendering;the shape Boltzmann machine: a strong model of object shape;discrete texture traces: topological representation of geometric context;and cross-based local multipoint filtering.
The proceedings contain 202 papers. The topics discussed include: joint invariants in signature theory applied to object recognition;kernel-based object tracking for cerebral palsy detection;computer-aided technique f...
ISBN:
(纸本)9781601322258
The proceedings contain 202 papers. The topics discussed include: joint invariants in signature theory applied to object recognition;kernel-based object tracking for cerebral palsy detection;computer-aided technique for the measurement of the Cobb angle;computer-aided software to detect breast tumor using in situ hybridization images;classification of mammograms by the breast composition;3D surface reconstruction of the brain based on level set method;autonomous real time traffic monitoring and data analysis;novel approaches to the parametric cubic-spline interpolation;image based detection of D-cracking in pavements;exploiting suitable color model for ripeness identification;extraction of knowledge from Tunisian historical mosaics using fuzzy logic and semantic concepts similarity measure to create a fuzzy metadata;a double-shuffle image-encryption algorithm;and management of smartphone based parking enforcement system.
The proceedings contain 202 papers. The topics discussed include: joint invariants in signature theory applied to object recognition;kernel-based object tracking for cerebral palsy detection;computer-aided technique f...
ISBN:
(纸本)9781601322258
The proceedings contain 202 papers. The topics discussed include: joint invariants in signature theory applied to object recognition;kernel-based object tracking for cerebral palsy detection;computer-aided technique for the measurement of the Cobb angle;computer-aided software to detect breast tumor using in situ hybridization images;classification of mammograms by the breast composition;3D surface reconstruction of the brain based on level set method;autonomous real time traffic monitoring and data analysis;novel approaches to the parametric cubic-spline interpolation;image based detection of D-cracking in pavements;exploiting suitable color model for ripeness identification;extraction of knowledge from Tunisian historical mosaics using fuzzy logic and semantic concepts similarity measure to create a fuzzy metadata;a double-shuffle image-encryption algorithm;and management of smartphone based parking enforcement system.
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