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Online Ressourcen
Link zu diesem Datensatz https://d-nb.info/1376641402
Titel Computer Analysis of Images and Patterns : 21st International Conference, CAIP 2025, Las Palmas de Gran Canaria, Spain, September 22–25, 2025, Proceedings, Part II / edited by Modesto Castrillón-Santana, Carlos M. Travieso-González, Oscar Deniz Suarez, David Freire-Obregón, Daniel Hernández-Sosa, Javier Lorenzo-Navarro, Oliverio J. Santana
Person(en) Castrillón-Santana, Modesto (Herausgeber)
Travieso-Gonzalez, Carlos (Herausgeber)
Déniz, Oscar (Herausgeber)
Freire-Obregón, David (Herausgeber)
Hernández-Sosa, Daniel (Herausgeber)
Lorenzo-Navarro, Javier (Herausgeber)
Santana, Oliverio J. (Herausgeber)
Organisation(en) SpringerLink (Online service) (Sonstige)
Ausgabe 1st ed. 2026
Verlag Cham : Springer Nature Switzerland, Imprint: Springer
Zeitliche Einordnung Erscheinungsdatum: 2026
Umfang/Format Online-Ressource, XVIII, 387 p. 130 illus., 116 illus. in color. : online resource.
Andere Ausgabe(n) Printed edition:: ISBN: 978-3-032-05059-5
Printed edition:: ISBN: 978-3-032-05061-8
Inhalt Biomedical Imaging and Diagnostics -- MDTACNet: MobileNet DenseNet and Transformer Attention Hybrid Network for Multi-Crop and Multi Disease Classification -- Ensuring the Origin of Cytological Whole Slide Images Through Preparation and Scanner Detection -- Unsupervised Mineral Segmentation with Graph Neural Networks and Multi Modal SEM Data -- Predicting Sheep Body Condition Scores via Explainable Deep Learning Model -- What Does Gait Reveal About Health? Investigating Human Motion as an Indicator -- Enhancing Synthetic CT from CBCT via Multimodal Fusion and End To End Registration -- Increasing Resolution of MRI Volumes Through Interleaved Slice Synthesis Based on Generative Adversarial Networks -- Model Robustness and Generalization -- Simultaneous Robustness and Generalization Using Nearest Neighbor Classifiers -- Adaptive Model Selection for Expanded Post Hoc Debiasing and Mitigating Varying Degrees of Spurious Correlations -- SelfExplaNETory: Improving Classification Accuracy with Local Post Hoc Interpretation -- SimEx ViT: Explainable Vision Transformer with Similarity-Based Attention Modulation -- Robust Logit to Enhance Stochastic Neural Network Adversarial Robustness -- Effective Relationship Between Characteristics of Training Data and Learning Progress on Knowledge Distillation for Image Recognition -- Multimodal and Vision-Language Models -- Automatic Audio Description: A Training Free Approach Using Foundation Models -- AMEST: Adaptive Morphologically Enhanced Subword Tokenization for Improved Language Model Perplexity -- Leveraging Vision-Language Models for Improving Detection of Obstacles on Railway Tracks -- Generalizable Detection of Student Engagement in Online Learning Environments -- LLM generated Semantic Co-occurrences for Multi Label Food Recognition -- Tracing Information Flow in LLaMA Vision: A Step Toward Multimodal Understanding -- Robotics, Interaction and Intelligent Systems -- Multimodal Audio Visual Emotion Recognition for Social Robotics -- Enhancing Collaborative Image Classification via Spatio-Temporal Graph Neural Networks: A Proof of Concept Study on Human Group Decisions -- Synthesizing Images with Different Exposure Settings for Low Light Image Enhancement -- DADO: A Depth Attention Framework for Object Discovery -- Ozone Concentration Estimation from Infrared Images Using Extinction Coefficient -- Multi modal Human-Robot Collaboration in Production Lines Through Speech Commands and Gestures -- Emerging Methods and Vision Applications -- Emotion Recognition in Contemporary Dance Performances Using Laban Movement Analysis -- Forecasting Sea Surface Temperature from Satellite Images with Graph Neural Networks -- PLRF-NMS: A Piecewise Linear Rational Function in Non-Maximum Suppression -- R3ST: A Synthetic Dataset with Real Trajectories for Urban Traffic Analysis -- Adaptive Meshes in Graph Neural Networks for Predicting Sea Surface Temperature Through Remote Sensing -- Beyond Splines: Legendre and Shmaliy Polynomial-KANs for Robust Image Recognition
Persistent Identifier URN: urn:nbn:de:101:1-2509170406457.565459350102
DOI: 10.1007/978-3-032-05060-1
URL https://doi.org/10.1007/978-3-032-05060-1
ISBN/Einband/Preis 978-3-032-05060-1
Sprache(n) Englisch (eng)
Beziehungen Lecture Notes in Computer Science ; 15622
DDC-Notation 006.42 (maschinell ermittelte DDC-Kurznotation)
Sachgruppe(n) 004 Informatik

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