This volume LNCS 14184 and 14185 constitutes the refereed proceedings of the 20th International Conference, CAIP 2023, in Limassol, Cyprus, in September 2023.
The 54 full papers presented were carefully reviewed and selected from 67 submissions. They were organized in the following section as follows:
Part I-:PAR Contest 2023; Deep Learning; Machine Learning for Image and Pattern Analysis; and Object Recognition and Segmentation.
Part II : Biometrics- Human Pose Estimation- Action Recognition; Biomedical Image and Pattern Analysis; and General Vision- AI Applications.
PAR Contest 2023.- Contest 2023: Pedestrian Attributes Recognition with
Multi-Task Learning.- Evaluation of a Visual Question Answering Architecture
for Pedestrian Attribute Recognition.- Deep Learning.- True Rank Guided
Efficient Neural Architecture Search for End to End Low-Complexity Network
Discovery.- Explainability-enhanced neural network for thoracic diagnosis
improvement.- A comparison of neural network-based super-resolution models on
3D rendered images.- Safe Robot Navigation in Indoor Healthcare
Workspaces.- EMBiL: An English-Manipuri Bi-lingual benchmark for scene text
detection and language identification.- Low-dimensionality information
extraction model for semi-structured documents.- Machine Learning for Image
and Pattern Analysis.- Downsampling GAN for Small Object Data
Augmentation.- Model regularisation for skin lesion symmetry classification:
SymDerm v2.0.- Robust Adversarial Defense: Use of
Auto-Inpainting.- Generalized Median Computation for Consensus Learning: A
Brief Survey.- Efficient Representation Learning for Inner Speech Domain
Generalization.- Using Diffusion Models for Dataset Generation: Prompt
Engineering vs. Fine-tuning.- Towards Robust Colour Texture Classification
with Limited Training Data.- Explaining StyleGAN Synthesized Swimmer Images
in Low-Dimensional Space.- Interpolation Kernel Machines: Reducing Multiclass
to Binary.- Knowledge Guided Deep Learning for General-Purpose Computer
Vision Applications.- Teaching Computer Programming with Mathematics for
Generating Digital Videos and Machine Learning Optimization.- Performance
characterization of 2D CNN features for partial video copy
detection.- Semi-Automated Patch-based Segmentation of Different Size Groups
of Brain Metastases in MRI Images.- Texture analysis contribution to
evaluating the common carotid arterys stroke risk using structural equation
modeling.- Object Recognition and Segmentation.- Domain-Adaptive Data
Synthesis for Large-Scale Supermarket Product Recognition.- PSM-PS:
Part-based Signal Modulation for Person Search.- Fast Video Instance
Segmentation via Recurrent Encoder-based Transformers.- Fast Context
Adaptation for Video Object Segmentation.- ALPR - A Method for Identifying
License Plates using Sequential Information.- Non-separable Moments in 3D.
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