Výsledky vyhledávání - "Proceedings of the ... International Symposium on Image and Signal Processing and Analysis"

Face Attribute Detection with MobileNetV2 and NasNet-Mobile Autor Saxen, Frerk, Werner, Philipp, Handrich, Sebastian, Othman, Ehsan, Dinges, Laslo, Al-Hamadi, Ayoub

“…In this paper, we propose two simple yet effective methods to estimate facial attributes in unconstrained images. We use a straight forward and fast face…”
Získat plný text

Automatic Crack Detection using Mask R-CNN Autor Attard, Leanne, Debono, Carl James, Valentino, Gianluca, Di Castro, Mario, Masi, Alessandro, Scibile, Luigi

“…In order to avoid possible failures and prevent damage in civil infrastructures, such as tunnels and bridges, inspection should be done on a regular basis…”
Získat plný text

Improving YOLOv8 with Scattering Transform and Attention for Maritime Awareness Autor Carrillo-Perez, Borja, Rodriguez, Angel Bueno, Barnes, Sarah, Stephan, Maurice

“…Ship recognition and georeferencing using monitoring cameras are crucial to many applications in maritime situational awareness. Although deep learning…”
Získat plný text

Flaw Detection from Ultrasonic Images using YOLO and SSD Autor Posilovic, Luka, Medak, Duje, Subasic, Marko, Petkovic, Tomislav, Budimir, Marko, Loncaric, Sven

“…Non-destructive ultrasonic testing (UT) of materials is used for monitoring critical parts in power plants, aeronautics, oil and gas industry, and space…”
Získat plný text

Underwater Color Restoration Using U-Net Denoising Autoencoder Autor Hashisho, Yousif, Albadawi, Mohamad, Krause, Tom, von Lukas, Uwe Freiherr

“…Visual inspection of underwater structures by vehicles, e.g. remotely operated vehicles (ROVs), plays an important role in scientific, military, and commercial…”
Získat plný text

Conventional Cervical Cytology Image Dataset with Cell Outline Annotations Autor Pater, Antonina, Siemion, Krzysztof, Deptuch, Karol, Roszkowiak, Lukasz, Zak, Jakub, Jakubowska, Katarzyna, Sulkowski, Stanislaw, Baltaziak, Marek, Koda, Mariusz, Korzynska, Anna

“…Here we describe our new Bialystok dataset of 162 Papanicolaou cervical smear images containing 2419 cells with annotations in form of cell cytoplasm maps. The…”
Získat plný text

No Reference 3D Mesh Quality Assessment Using Deep Convolutional Features Autor Ibork, Zaineb, Nouri, Anass, Lezoray, Olivier, Charrier, Christophe, Touahni, Raja

“…3D meshes have gained significant interest in computer vision community due to their use in several applications such as virtual reality, gaming, heritage…”
Získat plný text

Ultrasound Anomaly Detection Based on Variational Autoencoders Autor Milkovic, Fran, Filipovic, Branimir, Subasic, Marko, Petkovic, Tomislav, Loncaric, Sven, Budimir, Marko

“…Analysis of ultrasonic testing (UT) data is a time-consuming assignment. In order to make it less demanding we propose an approach based on a variational…”
Získat plný text

A Light-Weight Deep Learning Model for Remote Sensing Image Classification Autor Pham, Lam, Le, Cam, Ngo, Dat, Nguyen, Anh, Lampert, Jasmin, Schindler, Alexander, McLoughlin, Ian

“…In this paper, we present a high-performance and light-weight deep learning model for Remote Sensing Image Classification (RSIC), the task of identifying the…”
Získat plný text

Impact of Measurement Conditions on Classification of ADL using Surface EMG Signals Autor Sagar Venna, Vidya, Turlapaty, Anish, Naidu, Surya

“…Studying Activities of Daily Living (ADL) is crucial for evaluating an individual's health and well-being, quantifying their functional status, and identifying…”
Získat plný text

The EXtended Reality Quality Riddle: A Technological and Sociological Survey Autor Panarese, Paola, Baiocchi, Andrea, Colonnese, Stefania

“…This position paper surveys recent research on the latest findings regarding the Quality of Experience in XR from two distinct angles. Firstly, we present…”
Získat plný text

A convolutional neural network based approach to QRS detection Autor Sarlija, Marko, Jurisic, Fran, Popovic, Sinisa

“…In this paper we present a QRS detection algorithm based on pattern recognition as well as a new approach to ECG baseline wander removal and signal…”
Získat plný text

Distributed Kalman Filtering for Temporal Resolution Enhancement of Thermal Images Autor Kanagasingham, Sabeethan, Mills, Andrew R., Kadirkamanathan, Visakan

“…This paper presents a novel method for enhancing temporal resolution of thermal image sequences. The proposed approach employs the Kalman filter, which…”
Získat plný text

Optimizing Computational Complexity: Real-Time Speech Enhancement Using an Efficient Convolutional Recurrent Dense Neural Network Autor Rajabi, Amir, Krini, Mohammed

“…Real-time communication through cell phones and telephones often involves challenging acoustic environments where the original speech signal is contaminated by…”
Získat plný text

Finding Hamiltonian Cycles with Graph Neural Networks Autor Bosnic, Filip, Sikic, Mile

“…We train a small message-passing graph neural network to predict Hamiltonian cycles on Erdos-Renyl random graphs in a critical regime. It outperforms existing…”
Získat plný text

Classification Accuracy of Deep Learning in SSVEP Using Smart Glasses and LCD Autor Nemoto, Wataru, Kobayashi, Nobuaki

“…Brain-computer interface (BCI) is a tool that enables direct communication with a computer using neural activity as a control signal. The most widely known…”
Získat plný text

Evaluation of 2D and 3D Deep Learning Approaches For Predicting Visual Acuity Following Surgery for Idiopathic Full-Thickness Macular Holes In Spectral Domain Optical Coherence Tomography Images Autor Kucukgoz, Burak, Yapici, M. Mutlu, Steel, David H, Obara, Boguslaw

“…In this work, we compared the performance of 2D and 3D versions of four state-of-the-art deep learning neural networks on predicting visual acuity following…”
Získat plný text

Online Class Incremental Learning with One-Vs-All Classifiers for Resource Constrained Devices Autor Baptiste, Wagner, Denis, Pellerin, Serge, Olympieff, Sylvain, Huet

“…Online Class Incremental Learning (OCIL) aims to learn new classes from a data stream where samples arrive in batches, one after the other. Avoiding…”
Získat plný text

Computational Color Constancy-Based Backdoor Attacks Autor Vrsnak, Donik, Sabolic, Ivan, Subasic, Marko, Loncaric, Sven

“…Deep neural networks (DNNs) have become an integral part of many computer vision tasks. However, training complex neural networks requires a large amount of…”
Získat plný text

Black and White Image Colourisation Using Deep Learning Techniques Autor Muscat, Fabian, Gatt, Thomas

“…Image colourisation is a challenging task for machine learning that aims to convert grayscale images into their matching colour equivalents. This paper…”
Získat plný text