Image Analysis and Processing – ICIAP 2023: 22nd International Conference, ICIAP 2023, Udine, Italy, September 11–15, 2023, Proceedings, Part II: Lecture Notes in Computer Science, cartea 14234
Editat de Gian Luca Foresti, Andrea Fusiello, Edwin Hancocken Limba Engleză Paperback – 6 sep 2023
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| Springer Nature Switzerland – 6 sep 2023 | 579.76 lei 6-8 săpt. |
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Specificații
ISBN-13: 9783031431524
ISBN-10: 3031431529
Pagini: 569
Ilustrații: XXI, 569 p. 242 illus., 180 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.82 kg
Ediția:1st ed. 2023
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
ISBN-10: 3031431529
Pagini: 569
Ilustrații: XXI, 569 p. 242 illus., 180 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.82 kg
Ediția:1st ed. 2023
Editura: Springer Nature Switzerland
Colecția Springer
Seria Lecture Notes in Computer Science
Locul publicării:Cham, Switzerland
Cuprins
Buffer-MIL: Robust Multi-instance Learning with a Buffer-based Approach.- Quasi-Online Detection of Take and Release Actions from Egocentric Videos.- Hashing for Structure-based Anomaly Detection.- Augmentation based on artificial occlusions for resilient instance segmentation.- Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations.- VM-NeRF: Tackling Sparsity in NeRF with View Morphing.- MOVING: a MOdular and flexible platform for embodied VIsual NaviGation.- Evaluation of 3D reconstruction pipelines under varying imaging conditions.- CarPatch: A Synthetic Benchmark for Radiance Field Evaluation on Vehicle Components.- Obstacle Avoidance and Interaction in Extended Reality: An Approach based on 3D Object Detection.- HMPD: a novel dataset for microplastics classification with digital holography.- Early detection of hip periprosthetic joint infections through CNN on Computed Tomography images.- Many-to-Many metrics: a new approach to evaluate the performance of structural damage detection networks.- Deepfakes Audio Detection leveraging audio spectrogram and Convolutional Neural Networks.- A deep Natural Language Inference predictor without language-specific training data.- Time-aware Circulant Matrices for Question-based Temporal Localization.- Enhancing Open-Vocabulary Semantic Segmentation with Prototype Retrieval.- Lightweight Blur Kernel Estimation Network for Blind Image Super-Resolution.- Hierarchical Pretrained Backbone Vision Transformer for Image Classification in Histopathology.- On using rPPG signals for DeepFake detection: a cautionary note.- An unsupervised learning approach to resolve phenotype to genotype mapping in budding yeasts vacuoles.- Food image classification: the benefit of in-domain transfer learning.- LCMV: Lightweight Classification Module for Video Domain Adaptation.- FEAD-D: Facial Expression Analysis in Deepfake Detection.- Large Class Separation is not what you need for Relational Reasoning-based OOD Detection.- BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting.- Two is Better than One: Achieving High-Quality 3D Scene Modeling with a NeRF Ensemble.- BHAC-MRI: Backdoor & Hybrid Attacks on MRI Brain Tumor Classification Using CNN.- Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis.- Extrinsic Calibration of Multiple Depth Cameras for 3D Face Reconstruction.- A Deep Learning based Approach for Synthesizing Realistic Depth Maps.- Specialise to Generalise: the Person Re-identification Case.- Enhancing Hierarchical Vector Quantized Autoencoders for Image Synthesis through Multiple Decoders.- Dynamic Local Filters in Graph Convolutional Neural Networks.- An AI-Driven Prototype for Groundwater Level Prediction: Exploring the Gorgovivo Spring Case Study.- DiffDefense: Defending against Adversarial Attacks via Diffusion Models.- Exploring Audio Compression as Image Completion in Time-Frequency Domain.- Fuzzy Logic Visual Network (FLVN): A neuro-symbolic approach for visual features matching.- CISPc: Embedding images and point clouds in a joint concept space by contrastive learning.- Budget-Aware Pruning for Multi-Domain Learning.- Sparse Double Descent in Vision Transformers: real or phantom threat?.- Video Sonification to Support Visually Impaired People: the VISaVIS approach.- Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training.- The Specchieri MarVen Dataset: an Abbreviation-rich Dataset in Venetian Idiom.- Compensation for Patient Movements in CBCT Imaging for Dental Applications.- Spatial Exploration Indicators in the Remote Assessment of Visual Neglect.