Image Analysis and Processing ICIAP 2017 19th International Conference Catania Italy September 11 15 2017 Proceedings Part I 1st Edition by Sebastiano Battiato, Giovanni Gallo, Raimondo Schettini, Filippo Stanco 3319685601 9783319685601

Image Analysis and Processing ICIAP 2017 19th International Conference Catania Italy September 11 15 2017 Proceedings Part I 1st Edition by Sebastiano Battiato, Giovanni Gallo, Raimondo Schettini, Filippo Stanco – Ebook PDF Instant Download/DeliveryISBN:  3319685601, 9783319685601

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ISBN-10 :  3319685601 

ISBN-13 :  9783319685601

Author:  Sebastiano Battiato, Giovanni Gallo, Raimondo Schettini, Filippo Stanco 

The two-volume set LNCS 10484 and 10485 constitutes the refereed proceedings of the 19th International Conference on Image Analysis and Processing, ICIAP 2017, held in Catania, Italy, in September 2017. The 138 papers presented were carefully reviewed and selected from 229 submissions. The papers cover both classic and the most recent trends in image processing, computer vision, and pattern recognition, addressing both theoretical and applicative aspects. They are organized in the following topical sections: video analysis and understanding; pattern recognition and machine learning; multiview geometry and 3D computer vision; image analysis, detection and recognition; multimedia; biomedical and assistive technology; information forensics and security; imaging for cultural heritage and archaeology; and imaging solutions for improving the quality of life.

Image Analysis and Processing ICIAP 2017 19th International Conference Catania Italy September 11 15 2017 Proceedings Part I 1st Table of contents:

1. Video Analysis and Understanding
A Rank Aggregation Framework for Video Interestingness Prediction
Graph-Based Hierarchical Video Cosegmentation
Interest Region Based Motion Magnification
Investigating the Use of Space-Time Primitives to Understand Human Movements
Organizing Videos Streams for Clustering and Estimation of Popular Scenes
360° Tracking Using a Virtual PTZ Camera
Benchmarking Two Algorithms for People Detection from Top-View Depth Cameras
Gesture Modelling and Recognition by Integrating Declarative Models and Pattern Recognition Algorithms
How Far Can You Get by Combining Change Detection Algorithms?
Robust Tracking of Walking Persons by Elite-Type Particle Filters and RGB-D Images
Video Saliency Detection Based on Boolean Map Theory
A System for Autonomous Landing of a UAV on a Moving Vehicle
One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network
Joint Orientations from Skeleton Data for Human Activity Recognition
A Tensor Framework for Data Stream Clustering and Compression
Convex Polytope Ensembles for Spatio-Temporal Anomaly Detection
Human Action Classification Using an Extended BoW Formalism
Virtual EMG via Facial Video Analysis
2. Pattern Recognition and Machine Learning
A Compact Kernel Approximation for 3D Action Recognition
A Machine Learning Approach for the Online Separation of Handwriting from Freehand Drawing
Learning to Map Vehicles into Bird’s Eye View
Linear Regularized Compression of Deep Convolutional Neural Networks
Network Edge Entropy from Maxwell-Boltzmann Statistics
Learning from Enhanced Contextual Similarity in Brain Imaging Data for Classification of Schizophrenia
3D Object Detection Method Using LiDAR Information in Multiple Frames
Colorizing Infrared Images Through a Triplet Conditional DCGAN Architecture
Complexity and Accuracy of Hand-Crafted Detection Methods Compared to Convolutional Neural Networks
Emotion Recognition Based on Occluded Facial Expressions
Exploiting Context Information for Image Description
Generating Knowledge-Enriched Image Annotations for Fine-Grained Visual Classification
Histological Image Analysis by Invariant Descriptors
Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation
Multi-stage Neural Networks with Single-Sided Classifiers for False Positive Reduction and Its Evaluation Using Lung X-Ray CT Images
On the Importance of Domain Adaptation in Texture Classification
Rotation Invariant Co-occurrence Matrix Features
Visual and Textual Sentiment Analysis of Brand-Related Social Media Pictures Using Deep Convolutional Neural Networks
Deep Multibranch Neural Network for Painting Categorization
Weighty LBP: A New Selection Strategy of LBP Codes Depending on Their Information Content
Indoor Actions Classification Through Long Short Term Memory Neural Networks
Feature Clustering with Fading Affect Bias: Building Visual Vocabularies on the Fly
HoP: Histogram of Patterns for Human Action Representation
Revisiting Human Action Recognition: Personalization vs. Generalization
3. Multiview Geometry and 3D Computer Vision
Efficient Confidence Measures for Embedded Stereo
3D Reconstruction from Specialized Wide Field of View Camera System Using Unified Spherical Model
A Matrix Decomposition Perspective on Calibrated Photometric Stereo
Dynamic 3D Scene Reconstruction and Enhancement
Feature Points Densification and Refinement
Fast and Accurate Facial Landmark Localization in Depth Images for In-Car Applications
Emotion Recognition by Body Movement Representation on the Manifold of Symmetric Positive Definite Matrices
Lifting 2D Object Detections to 3D: A Geometric Approach in Multiple Views
4. Image Analysis, Detection and Recognition
A Computer Vision System for the Automatic Inventory of a Cooler
A Convexity Measure for Gray-Scale Images Based on hv-Convexity
A Hough Voting Strategy for Registering Historical Aerial Images to Present-Day Satellite Imagery
Automatic Detection of Subretinal Fluid and Cyst in Retinal Images
Computer Aided Diagnosis of Pleural Effusion in Tuberculosis Chest Radiographs
Design of a Classification Strategy for Light Microscopy Images of the Human Liver
Improving Face Recognition in Low Quality Video Sequences: Single Frame vs Multi-frame Super-Resolution
Learning to Weight Color and Depth for RGB-D Visual Search
Mine Detection Based on Adaboost and Polynomial Image Decomposition
Perceptual-Based Color Quantization
Product Recognition in Store Shelves as a Sub-Graph Isomorphism Problem
Real-Time Incremental and Geo-Referenced Mosaicking by Small-Scale UAVs
Automatic Multi-seed Detection for MR Breast Image Segmentation
Efficient Image Segmentation in Graphs with Localized Curvilinear Features
Historical Handwritten Text Images Word Spotting Through Sliding Window HOG Features
Incremental Support Vector Machine for Self-updating Fingerprint Presentation Attack Detection Systems
Tampering Detection and Localization in Images from Social Networks: A CBIR Approach

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