Computer Analysis of Images and Patterns 1st edition by Mario Vento,Gennaro Percannella 9783030298876 3030298876

Intelligent Systems

HMDHBN: Hidden Markov Inducing a Dynamic Hierarchical Bayesian Network for Tumor Growth Prediction

MIVIABot: A Cognitive Robot for Smart Museum

Two-Stage RGB-Based Action Detection Using Augmented 3D Poses

Real-Time and GPU Processing

How Does Connected Components Labeling with Decision Trees Perform on GPUs?

A Compact Light Field Camera for Real-Time Depth Estimation

A Real-Time Processing Stand-Alone Multiple Object Visual Tracking System

Demo: Accelerating Depth-Map on Mobile Device Using CPU-GPU Co-processing

Image Segmentation

Skin Lesion Segmentation Ensemble with Diverse Training Strategies

Hough Based Evolutions for Enhancing Structures in 3D Electron Microscopy

Automated Segmentation of Nanoparticles in BF TEM Images by U-Net Binarization and Branch and Bound

Image and Texture Analysis

A Fractal-Based Approach to Network Characterization Applied to Texture Analysis

Binary Tomography Using Variants of Local Binary Patterns as Texture Priors

Volumes of Blurred-Invariant Gaussians for Dynamic Texture Classification

Machine Learning for Image and Pattern Analysis

Learning Visual Dictionaries from Class-Specific Superpixel Segmentation

Towards Real-Time Image Enhancement GANs

Multi-stream Convolutional Networks for Indoor Scene Recognition

Learning Controllable Face Generator from Disjoint Datasets

Learning Discriminatory Deep Clustering Models

Multi-stream Convolutional Autoencoder and 2D Generative Adversarial Network for Glioma Classification

Object Contour and Edge Detection with RefineContourNet

LYTNet: A Convolutional Neural Network for Real-Time Pedestrian Traffic Lights and Zebra Crossing Recognition for the Visually Impaired

A Sequential CNN Approach for Foreign Object Detection in Hyperspectral Images

Transfer Learning for Improving Lifelog Image Retrieval

Data Sets and Benchmarks

Which Is Which? Evaluation of Local Descriptors for Image Matching in Real-World Scenarios

How Well Current Saliency Prediction Models Perform on UAVs Videos?

Place Recognition in Gardens by Learning Visual Representations: Data Set and Benchmark Analysis

500,000 Images Closer to Eyelid and Pupil Segmentation

Structural and Computational Pattern Recognition

Blur Invariant Template Matching Using Projection onto Convex Sets

Partitioning 2D Images into Prototypes of Slope Region

Homological Region Adjacency Tree for a 3D Binary Digital Image via HSF Model

Poster Session

Reliability of Results and Fairness in the Comparison of Rates Among 3D Facial Expression Recognition Works

On the Null-Space of the Shape-Color Moment Invariants

Variational Optical Flow: Warping and Interpolation Revisited

Robust Histogram Estimation Under Gaussian Noise

A Discrete Approach for Polygonal Approximation of Irregular Noise Contours

Learning the Graph Edit Distance Parameters for Point-Set Image Registration

An Explainable AI-Based Computer Aided Detection System for Diabetic Retinopathy Using Retinal Fundus Images

An Adaptive Copy-Move Forgery Detection Using Wavelet Coefficients Multiscale Decay

Real Time Object Detection on Aerial Imagery

Comparison of Deep Learning-Based Recognition Techniques for Medical and Biomedical Images

Retrieved Image Refinement by Bootstrap Outlier Test

MDAD: A Multimodal and Multiview in-Vehicle Driver Action Dataset

Robust Classification of Head Pose from Low Resolution Images

Forecasting of Meteorological Weather Time Series Through a Feature Vector Based on Correlation

Smart Monitoring of Crops Using Generative Adversarial Networks

A CNN Based HEp-2 Specimen Image Segmentation and Identification of Mitotic Spindle Type Specimens

Unsupervised Routine Discovery in Egocentric Photo-Streams

Color Visual Cryptography with Completely Randomly Coded Colors

Using the Properties of Primate Motion Sensitive Neurons to Extract Camera Motion and Depth from Brief 2-D Monocular Image Sequences

Refined Deep Learning for Digital Objects Recognition via Betti Invariants

Real-Time Micro-expression Detection in Unlabeled Long Videos Using Optical Flow and LSTM Neural Network

A Global-Matching Framework for Multi-View Stereopsis

Quality Analysis of Fingerprint Images Using Local Phase Quantization

Intrinsic Calibration of Depth Cameras for Mobile Robots Using a Radial Laser Scanner

Multilinear Subspace Method Based on Geodesic Distance for Volumetric Object Classification