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18th CAIP 2019: Salerno, Italy - Part I
- Mario Vento, Gennaro Percannella:
Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Salerno, Italy, September 3-5, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11678, Springer 2019, ISBN 978-3-030-29887-6
Intelligent Systems
- Samya Amiri, Mohamed Ali Mahjoub
:
HMDHBN: Hidden Markov Inducing a Dynamic Hierarchical Bayesian Network for Tumor Growth Prediction. 3-14 - Alessia Saggese, Mario Vento, Vincenzo Vigilante
MIVIABot: A Cognitive Robot for Smart Museum. 15-25 - Konstantinos Papadopoulos, Enjie Ghorbel
Two-Stage RGB-Based Action Detection Using Augmented 3D Poses. 26-35
Real-Time and GPU Processing
- Stefano Allegretti, Federico Bolelli, Michele Cancilla, Federico Pollastri, Laura Canalini, Costantino Grana:
How Does Connected Components Labeling with Decision Trees Perform on GPUs? 39-51 - Yuriy Anisimov
A Compact Light Field Camera for Real-Time Depth Estimation. 52-63 - Mauro Fernández-Sanjurjo
A Real-Time Processing Stand-Alone Multiple Object Visual Tracking System. 64-74 - Peter Fasogbon, Emre Aksu, Lasse Heikkilä:
Demo: Accelerating Depth-Map on Mobile Device Using CPU-GPU Co-processing. 75-86
Image Segmentation
- Laura Canalini, Federico Pollastri, Federico Bolelli, Michele Cancilla, Stefano Allegretti, Costantino Grana:
Skin Lesion Segmentation Ensemble with Diverse Training Strategies. 89-101 - Kireeti Bodduna
Hough Based Evolutions for Enhancing Structures in 3D Electron Microscopy. 102-112 - Sahar F. Zafar, Tuomas Eerola
Automated Segmentation of Nanoparticles in BF TEM Images by U-Net Binarization and Branch and Bound. 113-125
Image and Texture Analysis
- Lucas Correia Ribas
A Fractal-Based Approach to Network Characterization Applied to Texture Analysis. 129-140 - Judit Szücs
Binary Tomography Using Variants of Local Binary Patterns as Texture Priors. 141-154 - Thanh Tuan Nguyen, Thanh Phuong Nguyen, Frédéric Bouchara, Ngoc-Son Vu:
Volumes of Blurred-Invariant Gaussians for Dynamic Texture Classification. 155-167
Machine Learning for Image and Pattern Analysis
- César Castelo-Fernández, Alexandre X. Falcão
Learning Visual Dictionaries from Class-Specific Superpixel Segmentation. 171-182 - Leonardo Galteri
Towards Real-Time Image Enhancement GANs. 183-195 - Rao Muhammad Anwer, Fahad Shahbaz Khan, Jorma Laaksonen
Multi-stream Convolutional Networks for Indoor Scene Recognition. 196-208 - Jing Li
Learning Controllable Face Generator from Disjoint Datasets. 209-223 - Ali Alqahtani
Learning Discriminatory Deep Clustering Models. 224-233 - Muhaddisa Barat Ali, Irene Yu-Hua Gu, Asgeir Store Jakola
Multi-stream Convolutional Autoencoder and 2D Generative Adversarial Network for Glioma Classification. 234-245 - André Peter Kelm
Object Contour and Edge Detection with RefineContourNet. 246-258 - Samuel Yu
LYTNet: A Convolutional Neural Network for Real-Time Pedestrian Traffic Lights and Zebra Crossing Recognition for the Visually Impaired. 259-270 - Mahmoud Al-Sarayreh, Marlon M. Reis
A Sequential CNN Approach for Foreign Object Detection in Hyperspectral Images. 271-283 - Fatma Ben Abdallah
Transfer Learning for Improving Lifelog Image Retrieval. 284-295
Data Sets and Benchmarks
- Fabio Bellavia
Which Is Which? Evaluation of Local Descriptors for Image Matching in Real-World Scenarios. 299-310 - Anne-Flore Perrin
How Well Current Saliency Prediction Models Perform on UAVs Videos? 311-323 - Maria Leyva-Vallina
Place Recognition in Gardens by Learning Visual Representations: Data Set and Benchmark Analysis. 324-335 - Wolfgang Fuhl, Wolfgang Rosenstiel, Enkelejda Kasneci:
500, 000 Images Closer to Eyelid and Pupil Segmentation. 336-347
Structural and Computational Pattern Recognition
- Matej Lébl, Filip Sroubek
Blur Invariant Template Matching Using Projection onto Convex Sets. 351-362 - Darshan Batavia, Jirí Hladuvka
Partitioning 2D Images into Prototypes of Slope Region. 363-374 - Pedro Real
Homological Region Adjacency Tree for a 3D Binary Digital Image via HSF Model. 375-387
Poster Session
- Gilderlane Ribeiro Alexandre
Reliability of Results and Fairness in the Comparison of Rates Among 3D Facial Expression Recognition Works. 391-401 - Jitka Kostková
On the Null-Space of the Shape-Color Moment Invariants. 402-408 - Georg Radow, Michael Breuß:
Variational Optical Flow: Warping and Interpolation Revisited. 409-420 - Jitka Kostková
Robust Histogram Estimation Under Gaussian Noise. 421-432 - Phuc Ngo
A Discrete Approach for Polygonal Approximation of Irregular Noise Contours. 433-446 - Shaima Algabli
Learning the Graph Edit Distance Parameters for Point-Set Image Registration. 447-456 - Adrian Kind, George Azzopardi
An Explainable AI-Based Computer Aided Detection System for Diabetic Retinopathy Using Retinal Fundus Images. 457-468 - Vittoria Bruni, Giuliana Ramella, Domenico Vitulano:
An Adaptive Copy-Move Forgery Detection Using Wavelet Coefficients Multiscale Decay. 469-480 - Raghav Sharma
Real Time Object Detection on Aerial Imagery. 481-491 - Tomás Majtner
Comparison of Deep Learning-Based Recognition Techniques for Medical and Biomedical Images. 492-504 - Hayato Watanabe, Hideitsu Hino
Retrieved Image Refinement by Bootstrap Outlier Test. 505-517 - Imen Jegham
MDAD: A Multimodal and Multiview in-Vehicle Driver Action Dataset. 518-529 - Mohammad Khaki, Issa Ayoub, Abbas Javadtalab, Hussein Al Osman:
Robust Classification of Head Pose from Low Resolution Images. 530-541 - Mery Milagros Paco Ramos
Forecasting of Meteorological Weather Time Series Through a Feature Vector Based on Correlation. 542-553 - Hamideh Kerdegari, Manzoor Razaak, Vasileios Argyriou, Paolo Remagnino
Smart Monitoring of Crops Using Generative Adversarial Networks. 554-563 - Krati Gupta, Arnav Bhavsar
A CNN Based HEp-2 Specimen Image Segmentation and Identification of Mitotic Spindle Type Specimens. 564-575 - Estefanía Talavera
Unsupervised Routine Discovery in Egocentric Photo-Streams. 576-588 - Arkadiusz Orlowski
Color Visual Cryptography with Completely Randomly Coded Colors. 589-599 - John A. Perrone
Using the Properties of Primate Motion Sensitive Neurons to Extract Camera Motion and Depth from Brief 2-D Monocular Image Sequences. 600-612 - Darian M. Onchis
Refined Deep Learning for Digital Objects Recognition via Betti Invariants. 613-621 - Jing Ding, Zi Tian, Xiang-wen Lyu, Quande Wang, Bochao Zou
Real-Time Micro-expression Detection in Unlabeled Long Videos Using Optical Flow and LSTM Neural Network. 622-634 - Wendong Mao, Minglun Gong
A Global-Matching Framework for Multi-View Stereopsis. 635-647 - Ram Prakash Sharma
Quality Analysis of Fingerprint Images Using Local Phase Quantization. 648-658 - David Zuñiga-Noël, José-Raúl Ruiz-Sarmiento, Javier González Jiménez:
Intrinsic Calibration of Depth Cameras for Mobile Robots Using a Radial Laser Scanner. 659-671 - Hayato Itoh, Atsushi Imiya:
Multilinear Subspace Method Based on Geodesic Distance for Volumetric Object Classification. 672-683
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