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20th ICIAP 2019: Trento, Italy - Part I
- Elisa Ricci, Samuel Rota Bulò, Cees Snoek, Oswald Lanz, Stefano Messelodi, Nicu Sebe
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Image Analysis and Processing - ICIAP 2019 - 20th International Conference, Trento, Italy, September 9-13, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11751, Springer 2019, ISBN 978-3-030-30641-0
Video Analysis and Understanding
- Marco Zamprogno, Marco Passon, Niki Martinel
Video-Based Convolutional Attention for Person Re-Identification. 3-14 - Danilo Avola, Marco Bernardi
A New Descriptor for Keypoint-Based Background Modeling. 15-25 - Reda Belaiche
Emotional State Recognition with Micro-expressions and Pulse Rate Variability. 26-35 - Liliana Lo Presti
Deep Motion Model for Pedestrian Tracking in 360 Degrees Videos. 36-47 - Muhammad Shahid
Comparisons of Visual Activity Primitives for Voice Activity Detection. 48-59 - Federico Becattini
Vehicle Trajectories from Unlabeled Data Through Iterative Plane Registration. 60-70 - Vito Monteleone
Particle Filtering for Tracking in 360 Degrees Videos Using Virtual PTZ Cameras. 71-81 - Lucas Correia Ribas
Dynamic Texture Classification Using Deterministic Partially Self-avoiding Walks on Networks. 82-93 - Francesco Turchini, Matteo Bruni
Open Set Recognition for Unique Person Counting via Virtual Gates. 94-105 - Stefano Messelodi, Carla Maria Modena
A Low-Cost Computer Vision System for Real-Time Tennis Analysis. 106-116 - Niccoló Bisagno
Virtual Crowds: An LSTM-Based Framework for Crowd Simulation. 117-127 - Vittorio Cuculo
Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli. 128-138
Pattern Recognition and Machine Learning
- Mauricio Orozco-Alzate
Relation, Transition and Comparison Between the Adaptive Nearest Neighbor Rule and the Hypersphere Classifier. 141-151 - Antonella Mensi
A Novel Anomaly Score for Isolation Forests. 152-163 - Fadi Dornaika
Adaptive Hybrid Representation for Graph-Based Semi-supervised Classification. 164-174 - Fadi Dornaika
Active Two Phase Collaborative Representation Classifier for Image Categorization. 175-184 - Lisa Mazzini
Gesture Recognition by Leap Motion Controller and LSTM Networks for CAD-oriented Interfaces. 185-195 - Antonio Parziale
A Decision Tree for Automatic Diagnosis of Parkinson's Disease from Offline Drawing Samples: Experiments and Findings. 196-206 - Andrea Apicella
Contrastive Explanations to Classification Systems Using Sparse Dictionaries. 207-218 - Cristiano Saltori
Regularized Evolutionary Algorithm for Dynamic Neural Topology Search. 219-230
Deep Learning
- Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani
Manual Annotations on Depth Maps for Human Pose Estimation. 233-244 - Livia Iordache, Vlad Paunescu, Wonjun Kang, Joonhyung Kwon, Andrei Leica, ByeongMoon Jeon:
Low-Complexity Scene Understanding Network. 245-256 - Claudio Piciarelli
Image Anomaly Detection with Capsule Networks and Imbalanced Datasets. 257-267 - Ram Krishna Pandey, Souvik Karmakar, A. G. Ramakrishnan
Improving Facial Emotion Recognition Systems with Crucial Feature Extractors. 268-279 - Tomaso Fontanini
MetalGAN: A Cluster-Based Adaptive Training for Few-Shot Adversarial Colorization. 280-291 - Paolo Russo
Towards Multi-source Adaptive Semantic Segmentation. 292-301 - Giuseppe Amato
Learning Pedestrian Detection from Virtual Worlds. 302-312 - Stefano Pini, Guido Borghi, Roberto Vezzani
Video Synthesis from Intensity and Event Frames. 313-323 - Giuseppe Amato
Hebbian Learning Meets Deep Convolutional Neural Networks. 324-334 - Pierluigi Carcagnì
Classification of Skin Lesions by Combining Multilevel Learnings in a DenseNet Architecture. 335-344 - Enzo Tartaglione
Take a Ramble into Solution Spaces for Classification Problems in Neural Networks. 345-355 - Tianyu Bi, Dmitri Jarnikov, Johan Lukkien:
Supervised Two-Stage Transfer Learning on Imbalanced Dataset for Sport Classification. 356-366 - Alice Plebe
Variational Autoencoder Inspired by Brain's Convergence-Divergence Zones for Autonomous Driving Application. 367-377 - Rami Reddy Devaram, Dario Allegra
Hyperspectral Image Classification via Convolutional Neural Network Based on Dilation Layers. 378-387 - Mirko Zaffaroni
Estimation of Speed and Distance of Surrounding Vehicles from a Single Camera. 388-398 - Isabella Mendolia
A Convolutional Neural Network for Virtual Screening of Molecular Fingerprints. 399-409 - Sumedh Pendurkar, Biplab Banerjee, Sudipan Saha
Single Image Super-Resolution for Optical Satellite Scenes Using Deep Deconvolutional Network. 410-420 - Fabio Anselmi, Nicoletta Noceti, Lorenzo Rosasco, Robert Ward:
Genuine Personality Recognition from Highly Constrained Face Images. 421-431 - Fabio Carrara
Evaluation of Continuous Image Features Learned by ODE Nets. 432-442 - Antonio de Falco, Fabio Narducci
An UAV Autonomous Warehouse Inventorying by Deep Learning. 443-453 - Davide Boscaini
3D Shape Segmentation with Geometric Deep Learning. 454-465 - Sara Atito Ali Ahmed
Within-Network Ensemble for Face Attributes Classification. 466-476 - Andrea Felicetti, Massimo Martini, Marina Paolanti, Roberto Pierdicca, Emanuele Frontoni, Primo Zingaretti:
Visual and Textual Sentiment Analysis of Daily News Social Media Images by Deep Learning. 477-487 - Víctor Ponce-López
Deep Compact Person Re-Identification with Distractor Synthesis via Guided DC-GANs. 488-498 - Mohbat
Dimensionality Reduction Using Discriminative Autoencoders for Remote Sensing Image Retrieval. 499-508 - Muhammad Usman Akbar, Shahab Aslani, Vittorio Murino, Diego Sona
Multiple Organs Segmentation in Abdomen CT Scans Using a Cascade of CNNs. 509-516
Multiview Geometry and 3D Computer Vision
- Riccardo Spezialetti, Samuele Salti
Performance Evaluation of Learned 3D Features. 519-531 - Claudio Ferrari
3DMM for Accurate Reconstruction of Depth Data. 532-543 - Elena Nicora
The Effects of Data Sources: A Baseline Evaluation of the MoCA Dataset. 544-555
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