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20th ICIAP 2019: Trento, Italy - Part II
- 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 II. Lecture Notes in Computer Science 11752, Springer 2019, ISBN 978-3-030-30644-1
Image Analysis, Detection and Recognition
- Carolina Stephanie Jerônimo de Almeida
Label Propagation Guided by Hierarchy of Partitions for Superpixel Computation. 3-13 - Roberto Marani
Disparity Image Analysis for 3D Characterization of Surface Anomalies. 14-23 - Sarra Zaied, Catherine Soladié, Pierre-Yves Richard
Personalized Expression Synthesis Using a Hybrid Geometric-Machine Learning Method. 24-34 - Giuseppe Boccignone
Problems with Saliency Maps. 35-46 - Cecilia Di Ruberto
A Region Proposal Approach for Cells Detection and Counting from Microscopic Blood Images. 47-58 - Ricardo J. Araújo
A Single-Resolution Fully Convolutional Network for Retinal Vessel Segmentation in Raw Fundus Images. 59-69 - Silvia Bucci
Tackling Partial Domain Adaptation with Self-supervision. 70-81 - Michela Lecca
On Image Enhancement for Unsupervised Image Description and Matching. 82-92 - Michela Lecca
A Gradient-Based Spatial Color Algorithm for Image Contrast Enhancement. 93-103 - Syed Zohaib Hassan, Kashif Ahmad
Sentiment Analysis from Images of Natural Disasters. 104-113 - Sergio R. Cruz
Hand Detection Using Zoomed Neural Networks. 114-124 - Roberto di Bella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Wafer Defect Map Classification Using Sparse Convolutional Networks. 125-136 - Christophe Charrier, Abdelhakim Saadane, Christine Fernandez-Maloigne:
Blind Image Quality Assessment Based on the Use of Saliency Maps and a Multivariate Gaussian Distribution. 137-147 - Federico Bolelli
Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs. 148-158 - Philippe Even, Phuc Ngo
Thick Line Segment Detection with Fast Directional Tracking. 159-170 - Marco Leonardi, Luigi Celona
Image Memorability Using Diverse Visual Features and Soft Attention. 171-180 - David Duque-Arias, Santiago Velasco-Forero, Jean-Emmanuel Deschaud, François Goulette, Beatriz Marcotegui:
A Graph-Based Color Lines Model for Image Analysis. 181-191 - Leonardo F. S. Scabini
Evaluating Deep Convolutional Neural Networks as Texture Feature Extractors. 192-202 - My Kieu, Andrew D. Bagdanov, Marco Bertini, Alberto Del Bimbo:
Domain Adaptation for Privacy-Preserving Pedestrian Detection in Thermal Imagery. 203-213 - Pietro Bongini, Riccardo Del Chiaro, Andrew D. Bagdanov, Alberto Del Bimbo:
GADA: Generative Adversarial Data Augmentation for Image Quality Assessment. 214-224 - Subhankar Roy
Unsupervised Domain Adaptation Using Full-Feature Whitening and Colouring. 225-236 - Faegheh Sardari
View-Invariant Pose Analysis for Human Movement Assessment from RGB Data. 237-248 - Fahim Arif, Sundas Amin, Abdul Ghafoor, Muhammad Mohsin Riaz:
Frame Interpolation Using Phase Information and Guided Image Filtering. 249-259 - Tiziana Rotondo
Generalised Gradient Vector Flow for Content-Aware Image Resizing. 260-270 - Stefano Allegretti, Federico Bolelli
A Block-Based Union-Find Algorithm to Label Connected Components on GPUs. 271-281 - Arif Akar, Nazli Ikizler-Cinbis:
Mask Guided Fusion for Group Activity Recognition in Images. 282-291 - Isaak Kavasidis
A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents. 292-302 - Marco Leonardi, Davide Mazzini, Raimondo Schettini:
Training Efficient Semantic Segmentation CNNs on Multiple Datasets. 303-314 - Luigi Celona
Autocropping: A Closer Look at Benchmark Datasets. 315-325 - Marco Buzzelli
Combining Saliency Estimation Methods. 326-336 - Hongxiang Tang, Alessandro Ortis
The Impact of Padding on Image Classification by Using Pre-trained Convolutional Neural Networks. 337-344 - Luca Debiasi, Naser Damer, Alexandra Mosegui Saladie, Christian Rathgeb, Ulrich Scherhag, Christoph Busch
On the Detection of GAN-Based Face Morphs Using Established Morph Detectors. 345-356 - Manish Khare:
Recognition of Human Activities in Daubechies Complex Wavelet Domain. 357-366 - Giuseppe Placidi
Automatic Framework for Multiple Sclerosis Follow-up by Magnetic Resonance Imaging for Reducing Contrast Agents. 367-378 - Pengcheng Zhuang, Yusuke Sekikawa, Kosuke Hara, Hideo Saito:
Learning an Optimisable Semantic Segmentation Map with Image Conditioned Variational Autoencoder. 379-389 - Massimiliano Mancini
Discovering Latent Domains for Unsupervised Domain Adaptation Through Consistency. 390-401 - Vaibhav Bansal
re-OBJ: Jointly Learning the Foreground and Background for Object Instance Re-identification. 402-413 - Abián Hernández
Automatic Segmentation Based on Deep Learning Techniques for Diabetic Foot Monitoring Through Multimodal Images. 414-424 - Sinem Aslan
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets. 425-436 - Nadia Brancati, Maria Frucci, Daniel Riccio, Luigi Di Perna, Francesca Simonelli:
Segmentation of Pigment Signs in Fundus Images for Retinitis Pigmentosa Analysis by Using Deep Learning. 437-445 - Viachaslau Kachurka
SWIR Camera-Based Localization and Mapping in Challenging Environments. 446-456 - Danilo Avola, Luigi Cinque, Alessio Fagioli
Feature-Based SLAM Algorithm for Small Scale UAV with Nadir View. 457-467 - Yusuf Artan, Burak Balci, Alperen Elihos, Bensu Alkan:
Vision Based Driver Smoking Behavior Detection Using Surveillance Camera Images. 468-476 - Olfa Haggui, Claude Tadonki, Fatma Sayadi
Memory Efficient Deployment of an Optical Flow Algorithm on GPU Using OpenMP. 477-487 - Dario Molinari, Giulia Pasquale
Automatic Creation of Large Scale Object Databases from Web Resources: A Case Study in Robot Vision. 488-498 - Sudipan Saha
Semantic Guided Deep Unsupervised Image Segmentation. 499-510 - Riccardo Berra, Francesco Setti
Gaze-Based Human-Robot Interaction by the Brunswick Model. 511-521 - Christian Joppi, Marco Godi, Andrea Giachetti
Texture Retrieval in the Wild Through Detection-Based Attributes. 522-533
Multimedia
- Federico Magliani
An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval. 537-548 - Dariusz J. Sawicki
Easing Function as a Tool of Color Correction for Display Stitching in Virtual Reality. 549-559 - Fabio Manganaro, Stefano Pini
Hand Gestures for the Human-Car Interaction: The Briareo Dataset. 560-571 - Alessandro Ortis
Prediction of Social Image Popularity Dynamics. 572-582 - Pasquale Foggia, Alessia Saggese, Nicola Strisciuglio
Detecting Sounds of Interest in Roads with Deep Networks. 583-592
Biomedical and Assistive Technology
- João P. Monteiro
Geometry-Based Skin Colour Estimation for Bare Torso Surface Reconstruction. 595-606 - Ivan Donadello
Ontology-Driven Food Category Classification in Images. 607-617 - Vincenzo Dentamaro
Real-Time Neurodegenerative Disease Video Classification with Severity Prediction. 618-628 - Dario Allegra
Learning to Rank Food Images. 629-639 - A. Yamin, Michael Dayan
Analysis of Dynamic Brain Connectivity Through Geodesic Clustering. 640-648 - Jacobus Cornelius Lock
ActiVis: Mobile Object Detection and Active Guidance for People with Visual Impairments. 649-660 - Michela Gravina
3TP-CNN: Radiomics and Deep Learning for Lesions Classification in DCE-MRI. 661-671 - David Wiesner, Tereza Necasová, David Svoboda:
On Generative Modeling of Cell Shape Using 3D GANs. 672-682 - Nicole Dalia Cilia
Using Handwriting Features to Characterize Cognitive Impairment. 683-693 - Christophe Lohou
Preliminary Experiment of the Interactive Registration of a Trocar for Thoracoscopy with HoloLens Headset. 694-703
Digital Forensics
- Hugo S. Oliveira, João F. Teixeira, Hélder P. Oliveira
Lightweight Deep Learning Pipeline for Detection, Segmentation and Classification of Breast Cancer Anomalies. 707-715 - Oliver Giudice
1-D DCT Domain Analysis for JPEG Double Compression Detection. 716-726
Image Processing for Cultural Heritage
- Matteo Stefanini
Artpedia: A New Visual-Semantic Dataset with Visual and Contextual Sentences in the Artistic Domain. 729-740 - Matteo Tomei
Image-to-Image Translation to Unfold the Reality of Artworks: An Empirical Analysis. 741-752 - Giovanni Maria Farinella
VEDI: Vision Exploitation for Data Interpretation. 753-763
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