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20th CAIP 2023: Limassol, Cyprus - Part I
- Nicolas Tsapatsoulis
, Andreas Lanitis
, Marios Pattichis
, Constantinos S. Pattichis
, Christos Kyrkou
, Efthyvoulos C. Kyriacou
, Zenonas Theodosiou
, Andreas Panayides
:
Computer Analysis of Images and Patterns - 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14184, Springer 2023, ISBN 978-3-031-44236-0
PAR Contest 2023
- Antonio Greco
, Bruno Vento
:
PAR Contest 2023: Pedestrian Attributes Recognition with Multi-task Learning. 3-12 - Modesto Castrillón Santana
, Elena Sánchez-Nielsen
, David Freire-Obregón
, Oliverio J. Santana
, Daniel Hernández-Sosa
, Javier Lorenzo-Navarro
:
Evaluation of a Visual Question Answering Architecture for Pedestrian Attribute Recognition. 13-22
Deep Learning
- Shahid Siddiqui
, Christos Kyrkou
, Theocharis Theocharides
:
True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery. 25-34 - Flavia Costi, Darian M. Onchis, Codruta Istin, Gabriel V. Cozma:
Explainability-Enhanced Neural Network for Thoracic Diagnosis Improvement. 35-44 - Rafael Berral-Soler
, Francisco José Madrid-Cuevas
, Sebastián Ventura
, Rafael Muñoz-Salinas
, Manuel J. Marín-Jiménez
:
A Comparison of Neural Network-Based Super-Resolution Models on 3D Rendered Images. 45-55 - Eleftherios G. Vourkos, Evropi Toulkeridou, Antreas Kourris, Raquel Julia Ros, Eftychios G. Christoforou, Nacim Ramdani, Andreas S. Panayides:
Safe Robot Navigation in Indoor Healthcare Workspaces. 56-64 - Veronica Naosekpam
, Mushtaq Islam, Amul Chourasia, Nilkanta Sahu
:
EMBiL: An English-Manipuri Bi-lingual Benchmark for Scene Text Detection and Language Identification. 65-75 - Djedjiga Belhadj
, Abdel Belaïd
, Yolande Belaïd
:
Low-Dimensionality Information Extraction Model for Semi-structured Documents. 76-85
Machine Learning for Image and Pattern Analysis
- Daniel Cores
, Víctor M. Brea
, Manuel Mucientes
, Lorenzo Seidenari
, Alberto Del Bimbo
:
Downsampling GAN for Small Object Data Augmentation. 89-98 - Lidia Talavera-Martínez
, Pedro Bibiloni
, Aniza Giacaman
, Rosa Taberner
, Luis Javier Del Pozo Hernando
, Manuel González Hidalgo
:
Model Regularisation for Skin Lesion Symmetry Classification: SymDerm v2.0. 99-109 - Shivam Sharma
, Rohan Joshi
, Shruti Bhilare
, Manjunath V. Joshi
:
Robust Adversarial Defence: Use of Auto-inpainting. 110-119 - Xiaoyi Jiang, Andreas Nienkötter:
Generalized Median Computation for Consensus Learning: A Brief Survey. 120-130 - Han Wei Ng
, Cuntai Guan
:
Efficient Representation Learning for Inner Speech Domain Generalization. 131-141 - Roy Voetman, Alexander van Meekeren, Maya Aghaei, Klaas Dijkstra:
Using Diffusion Models for Dataset Generation: Prompt Engineering vs. Fine-Tuning. 142-152 - Mariya Shumska
, Kerstin Bunte
:
Towards Robust Colour Texture Classification with Limited Training Data. 153-163 - Ashkan Mansouri Yarahmadi, Michael Breuß, Mohsen Khan Mohammadi:
Explaining StyleGAN Synthesized Swimmer Images in Low-Dimensional Space. 164-173 - Jiaqi Zhang, Cheng-Lin Liu, Xiaoyi Jiang:
Interpolation Kernel Machines: Reducing Multiclass to Binary. 174-184 - Youcef Djenouri, Ahmed Nabil Belbachir, Rutvij H. Jhaveri, Djamel Djenouri:
Knowledge Guided Deep Learning for General-Purpose Computer Vision Applications. 185-194 - Marios Pattichis
, Hakeoung Hannah Lee
, Sylvia Celedón-Pattichis
, Carlos López Leiva
:
Teaching Computer Programming with Mathematics for Generating Digital Videos and Machine Learning Optimization. 195-204 - Van-Hao Le, Mathieu Delalandre, Hubert Cardot:
Performance Characterization of 2D CNN Features for Partial Video Copy Detection. 205-215 - Vangelis Tzardis
, Christos P. Loizou
, Efthyvoulos Kyriacou
:
Semi-automated Lesions Segmentation of Brain Metastases in MRI Images. 216-226 - George Evripides, Paul Christodoulides
, Christos P. Loizou
:
Texture Analysis Contribution to Evaluate the Common Carotid Artery's Cardiovascular Disease (CVD) Risk Using Structural Equation Modeling. 227-236
Object Recognition and Segmentation
- Julian Strohmayer
, Martin Kampel
:
Domain-Adaptive Data Synthesis for Large-Scale Supermarket Product Recognition. 239-250 - Reem Abdalla Sharif, Mustansar Fiaz
, Rao Muhammad Anwer:
PSM-PS: Part-Based Signal Modulation for Person Search. 251-261 - Omkar Thawakar, Alexandre Rivkind, Ehud Ahissar, Fahad Shahbaz Khan:
Fast Video Instance Segmentation via Recurrent Encoder-Based Transformers. 262-272 - Isidore Dubuisson, Damien Muselet, Christophe Ducottet, Jochen Lang:
Fast Context Adaptation for Video Object Segmentation. 273-283 - Akshay Bakshi, Sandeep S. Udmale
:
ALPR: A Method for Identifying License Plates Using Sequential Information. 284-294 - Jan Flusser
, Tomás Suk
, Leonid Bedratyuk
, Tomás Karella
:
3D Non-separable Moment Invariants. 295-305
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