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11th ISPA 2019: Dubrovnik, Croatia
- Sven Loncaric, Robert Bregovic, Marco Carli, Marko Subasic:
11th International Symposium on Image and Signal Processing and Analysis, ISPA 2019, Dubrovnik, Croatia, September 23-25, 2019. IEEE 2019, ISBN 978-1-7281-3140-5
Main Conference
Speech and Sound Analysis
- Alessandro Terenzi, Stefania Cecchi, Simone Orcioni
, Francesco Piazza:
Features Extraction Applied to the Analysis of the Sounds Emitted by Honey Bees in a Beehive. 3-8 - Alessandro Terenzi, Valeria Bruschi
A Multiband Structure based on Hammerstein Model for Nonlinear Audio System Identification. 9-14 - Igor Mijic, Marko Sarlija, Davor Petrinovic:
MMOD-COG: A Database for Multimodal Cognitive Load Classification. 15-20
Object Detection and Recognition
- Adrian Apap, Dylan Seychell:
Marathon Bib Number Recognition using Deep Learning. 21-26 - Kazuki Uehara
Object Detection in Satellite Images Based on Active Learning Utilizing Visual Explanation. 27-31 - Michael Schembri, Dylan Seychell:
Small Object Detection in Highly Variable Backgrounds. 32-37
Biomedical Image Segmentation
- Balázs Harangi, János Tóth, Gergo Bogacsovics, David Kupas, Laszlo Kovacs, András Hajdu:
Cell detection on digitized Pap smear images using ensemble of conventional image processing and deep learning techniques. 38-42 - János Tóth, Tibor Péter Kapusi, Balázs Harangi, Henrietta Tomán, András Hajdu:
Accelerating the Optimization of a Segmentation Ensemble using Image Pyramids. 43-48 - Ivana Zadro Matovinovic, Sven Loncaric
Transfer Learning with U-Net type model for Automatic Segmentation of Three Retinal Layers In Optical Coherence Tomography Images. 49-53 - Milosz Martynow
Pupil detection supported by Haar feature based cascade classifier for two-photon vision examinations. 54-59 - David Kupas, Peter Torok, András Hajdu, Balázs Harangi:
Visualization of Fibroid in Laparoscopy Videos using Ultrasound Image Segmentation and Augmented Reality. 60-63
Image Analysis
- David Bojanic
On the Comparison of Classic and Deep Keypoint Detector and Descriptor Methods. 64-69 - Izumi Ito, Aleksandra Pizurica
Fast Cube Matching Using Orthogonal Tree-Structured Haar Transform for Multispectral Images. 70-75 - Aydin Avkan, Benedek Nagy, Müge Saadetoglu:
On the Angles of Change of the Neighborhood Motion Maps on the Triangular Grid. 76-81 - Nikola Banic, Kruno Lenac, Dario Ljubic, Luka Pevec, Ivan Sego:
Make Potatoes Great Again. 82-88
Biomedical Image Analysis
- Tamas Katona, Bálint Antal:
Automated analysis of radiology images using Convolutional Neural Networks. 89-92 - Azra Tafro
Iterative algorithms for Gaussian Mixture Model Estimation in 2D PET Imaging. 93-98 - Attila Tiba
Detecting outlier and poor quality medical images with an ensemble-based deep learning system. 99-104 - Denis Milosevic
Estimating Biological Gender from Panoramic Dental X-Ray Images. 105-110
Image Enhancement and Restoration
- Baptiste Magnier, Behrang Moradi, Cédric Walbrecq:
A Shock Filter for Image Deblurring and Enhancement with Oriented Hourglass Tensor. 111-116 - Yousif Hashisho
Underwater Color Restoration Using U-Net Denoising Autoencoder. 117-122 - Jérémy Anger, Mauricio Delbracio, Gabriele Facciolo:
Efficient blind deblurring under high noise levels. 123-128
Signal Processing
- Elaine Crespo Marques, Nilson Maciel, Lirida A. B. Naviner
Deep Learning Approaches for Sparse Recovery in Compressive Sensing. 129-134 - Tin Vlasic, Jelena Ivankovic, Azra Tafro
Spline-Like Chebyshev Polynomial Representation for Compressed Sensing. 135-140 - Maja Jurisic Bellotti
Design of Nonlinear-Phase FIR-Filters Based on Signomial Programming. 141-146 - Robert Vaser, Mile Sikic:
Yet another de novo genome assembler. 147-151
Computer Aided Visual Inspection
- Leanne Attard
Automatic Crack Detection using Mask R-CNN. 152-157 - Laurens Meeus, Shaoguang Huang, Bart Devolder, Hélène Dubois, Maximiliaan Martens, Aleksandra Pizurica
Deep Learning for Paint Loss Detection with a multiscale, translation invariant network. 158-162 - Luka Posilovic
Flaw Detection from Ultrasonic Images using YOLO and SSD. 163-168 - Aditi Panda, Ruchira Naskar, Snehanshu Pal
An Image Texture Descriptor based Machine Learning Framework for Prediction of Thermo-Mechanic Heat Treatment Process in Plain Carbon Steel. 169-175
Facial Image Analisys
- Frerk Saxen, Philipp Werner, Sebastian Handrich, Ehsan Othman, Laslo Dinges, Ayoub Al-Hamadi:
Face Attribute Detection with MobileNetV2 and NasNet-Mobile. 176-180 - Ehsan Othman, Philipp Werner, Frerk Saxen, Ayoub Al-Hamadi, Steffen Walter:
Cross-Database Evaluation of Pain Recognition from Facial Video. 181-186 - Junya Ueda, Katsunori Okajima:
Face morphing using average face for subtle expression recognition. 187-192 - Ryan Melaugh, Nazmul H. Siddique, Sonya Coleman
Facial Expression Recognition on partial facial sections. 193-197
Computer Vision in Traffic Applications
- Adi Nurhadiyatna, Sven Loncaric
Multistage Shallow Pyramid Parsing for Road Scene Understanding Based on Semantic Segmentation. 198-203 - Alice Plebe, Mauro Da Lio
Visual Perception for Autonomous Driving inspired by Convergence-Divergence Zones. 204-208 - Javier García López
Vehicle pose estimation via regression of semantic points of interest. 209-214 - Youssra Elqattan, Mohamed N. Moustafa, Mohamed H. El-Shafey:
System for Detecting and Reporting Cell Phone Distracted Drivers. 215-221
Image Processing
- Danny Dubé:
Lossless Compression of Grayscale and Colour Images Using Multidimensional CSE. 222-227 - Kamal Lamichhane
Geometric feature based approach for 360° image saliency estimation. 228-233 - Samah Khawaled, Yehoshua Y. Zeevi:
Fractal Features Combined with Local Phase Information in Texture Analysis. 234-239 - Sara Baldoni
A watermarking model for omni-directional digital images. 240-245 - Weize Quan, Kai Wang, Dong-Ming Yan, Denis Pellerin, Xiaopeng Zhang:
Improving the Generalization of Colorized Image Detection with Enhanced Training of CNN. 246-252 - Andrej Jertec, David Bojanic
On using PointNet Architecture for Human Body Segmentation. 253-257 - Antonios Papadakis, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas:
A Geometric Approach for Cross-View Human Action Recognition using Deep Learning. 258-263 - Thomas Gatt, Dylan Seychell, Alexiei Dingli:
Detecting human abnormal behaviour through a video generated model. 264-270 - Mounir Bendali-Braham
Transfer learning for the classification of video-recorded crowd movements. 271-276 - Fabian Stahl, Melina Meyer, Ulrich Schwanecke:
IST - Style Transfer with Instance Segmentation. 277-281
Special Sessions and Workshops
Special Session on Immersive Visual Technologies for Safety-Critical Applications
- Syed Muhammad Umair Arif, Pramit Mazumdar
A Comparative Study of Rendering Devices for Safety-Critical Applications in Operative Control Rooms. 282-287 - Laura Gonçalves Ribeiro
Photogrammetric Multi-Camera Calibration Using An Industrial Programmable Robotic Arm. 288-294 - Olli Suominen, Laura Gonçalves Ribeiro
Depth Resolution of 3D Imaging Techniques for Target Detection in Mobile Work Machines. 295-300
Special Session on Signal Processing and Machine Learning for Finance
- Stjepan Begusic
Cluster-Based Shrinkage of Correlation Matrices for Portfolio Optimization. 301-305 - Tristan Millington
Quantifying Influence in Financial Markets via Partial Correlation Network Inference. 306-311 - Luis Montesdeoca, Steven Squires, Mahesan Niranjan
Variational Autoencoder for Non-Negative Matrix Factorization with Exogenous Inputs Applied to Financial Data Modelling. 312-317
Special Session on Methods and Applications of Time-Frequency Signal Analysis
- Isidora Stankovic, Cornel Ioana
Time-Varying Cross-Range in Wideband Sonar Imaging. 318-323 - Milos Brajovic, Isidora Stankovic, Ljubisa Stankovic, Milos Dakovic:
Decomposition of Two-Component Multivariate Signals with Overlapped Domains of Support. 324-328 - Nicoletta Saulig, Jonatan Lerga
Adaptive Thresholding in Extracting Useful Information From Noisy Time- Frequency Distributions. 329-334 - Yuneisy E. Garcia Guzman, Michael Lunglmayr:
Implementing Sparse Estimation: Cyclic Coordinate Descent vs Linearized Bregman Iterations. 335-340 - Ivan Volaric
Sparse Time-Frequency Distribution Calculation with an Adaptive Thresholding Algorithm. 341-346 - Vittoria Bruni, Michela Tartaglione
Instantaneous frequency modes separation via a Spectrogram-Radon based approach. 347-351
Workshop on Color Vision
- Yanlin Qian, Ke Chen
Fast Fourier Color Constancy and Grayness Index for ISPA Illumination Estimation Challenge. 352-354 - A. V. Savchik, Egor I. Ershov, Simon M. Karpenko:
Color Cerberus. 355-359 - Charleston Attard, Frankie Inguanez
Chrovision and True Colour: Applications for Colour Impaired Persons. 360-365 - Nikola Banic, Karlo Koscevic, Marko Subasic, Sven Loncaric
The Past and the Present of the Color Checker Dataset Misuse. 366-371 - Karlo Koscevic, Marko Subasic, Sven Loncaric
Attention-based Convolutional Neural Network for Computer Vision Color Constancy. 372-377
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