Image Analysis and Processing. ICIAP 2022 Workshops
Springer International Publishing (Verlag)
978-3-031-13320-6 (ISBN)
The 96 revised full papers presented in the proceedings set were carefully reviewed and selected from 157 submissions.
ICIAP 2022 presents the following Sixteen workshops:
Volume I:
GoodBrother workshop on visual intelligence for active and assisted livingParts can worth like the Whole - PART 2022Workshop on Fine Art Pattern Extraction and Recognition - FAPERWorkshop on Intelligent Systems in Human and Artificial Perception - ISHAPE 2022Artificial Intelligence and Radiomics in Computer-Aided Diagnosis - AIRCADDeep-Learning and High Performance Computing to Boost Biomedical Applications - DeepHealth
Volume II:
Human Behaviour Analysis for Smart City Environment Safety - HBAxSCESBinary is the new Black (and White): Recent Advances on Binary Image ProcessingArtificial Intelligence for preterm infants' healthCare - AI-careTowards a Complete Analysis of People: From Face and Body to Clothes - T-CAPArtificial Intelligence for Digital Humanities - AI4DHMedical Transformers - MEDXFLearning in Precision Livestock Farming - LPLFWorkshop on Small-Drone Surveillance, Detection and Counteraction Techniques - WOSDETCMedical Imaging Analysis For Covid-19 - MIACOVID 2022Novel Benchmarks and Approaches for Real-World Continual Learning - CL4REAL
GoodBrother workshop on visual intelligence for active and assisted living .- Case study of a low-cost IoT device with a thermal vision to monitor human stool behavior in the home.- Adults' Pain Recognition via Facial Expressions Using CNN-based AU Detection.- In-bed posture and night wandering monitoring using force-sensing resistors.- Classifying Sport-Related Human Activity from Thermal Vision Sensors using CNN and LSTM.- MIRATAR: A virtual caregiver for Active and Healthy Ageing.- From Garment to Skin: The visuAAL Skin Segmentation Dataset.- A Mobile Food Recognition System for Dietary Assessment.- Smart Diet Management through Food Image and Cooking Recipe Analysis.- An approach for improving the older people's perception of video-based applications in AAL systems - initial study.- Parts can worth like the Whole - PART 2022.- Spectral analysis of masked signals in the context of image inpainting.- BringingAttention to Anomaly Detection.- Workshop on Fine Art Pattern Extraction and Recognition - FAPER.- Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings.- Classification of pottery fragments described by concentration of chemical elements.- Blind deblurring of hyperspectral document images.- MyBottega: an environment for the innovative production and distribution of digital art.- A Case Study for the Design and Implementation of Immersive Experiences in support of Sicilian Cultural Heritage.- Automatic indexing of virtual camera features from Japanese anime.- Imageability-based Multi-modal Analysis of Urban Environments for Architects and Artists.- Challenges in image matching for cultural heritage: an overview and perspective.- Workshop on Intelligent Systems in Human and Artificial Perception - ISHAPE 2022.- Virtual and Augmented Reality for quality control of aircraft interiors.- Automatic scoring of synchronization from fingers motion capture and music beats.- Performance of Recent tiny/small YOLO Versions in the Context of Top-view Fisheye Images.- Cloud-based visually aided mobile manipulator kinematic parameters calibration.- Deep learning approaches for image-based detection and classification of structural defects in bridges.- MONstEr: a Deep learning-based system for the automatic generation of gaming assets.- Surface Oxide detection and characterization using sparse unmixing on hyperspectral images.- FakeNED: a deep learning based-system for fake news detection from social media.- Artificial Intelligence and Radiomics in Computer-Aided Diagnosis - AIRCAD.- Radiomics Analyses of Schwannomas in the head and neck: a preliminary analysis.- A shallow learning investigation for COVID-19 classification.- Shape Prior Based Myocardial Segmentation with Anatomically Motivated Pose Model.- PET images atlas-based segmentation performed in native and in template space: a radiomics repeatability study.- MRI-based radiomics analysis for identification of features correlated with the Expanded Disability Status Scale of Multiple Sclerosis patients.- matRadiomics: from Biomedical Image Visualization to Predictive Model Implementation.- Assessing high-order interdependencies through static O-Information measures computed on resting state fMRI intrinsic component networks.- Place cell's Computational Model.- Automatic Liver Segmentation in pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies.- Combining Convolutional Neural Networks and Anatomical Shape-Based priors for Cardiac Segmentation.- A Predictive System to Classify Preoperative Grading of Rectal Cancer using Radiomics Features.- Unsupervised Brain Segmentation System Using K-Means and Neural Network.- Combining Image and Geometry Processing Techniques for the Quantitative Analysis of Muscle-Skeletal Diseases.- Robustness of Radiomics Features to Varying Segmentation Algorithms in Magnetic Resonance Images.- Deep-Learning and High Performance Computing to Boost Biomedical Applications - DeepHealth.- Fast Learning Framework for Denoising of Ultrasound 2D Videos and 3D Images.- Lung nodules segmentation with DeepHealth toolkit.- UnitoBrain: A Brain Perfusion Dataset.- A Compact Deep Ensemble for High Quality Skin Lesion Classification.- Automatic Detection of Epileptic Seizures with Recurrent and Convolutional Neural Networks.- Enabling Efficient Training of Convolutional Neural Networks for Histopathology Images.- AI support for accelerating histopathological slide examinations of prostate cancer in clinical studies.- Detection of Pulmonary Conditions Using the DeepHealth Framework.
| Erscheinungsdatum | 09.08.2022 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XXII, 571 p. 196 illus., 166 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 902 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Artificial Intelligence • biomedical image processing • Computer Networks • computer vision • Correlation Analysis • Deep learning • face recognition • Human-Computer Interaction (HCI) • Image Analysis • Image Processing • image reconstruction • Image Segmentation • learning • machine learning • Medical Images • Network Protocols • Neural networks • pattern recognition • Signal Processing • Support Vector Machines • User Interfaces |
| ISBN-10 | 3-031-13320-X / 303113320X |
| ISBN-13 | 978-3-031-13320-6 / 9783031133206 |
| Zustand | Neuware |
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