Pattern Recognition
Springer International Publishing (Verlag)
978-3-031-78124-7 (ISBN)
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The multi-volume set of LNCS books with volume numbers 15301-15333 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1-5, 2024.
The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; Artificial Intelligence; Machine Learning; Computer Vision; Robot Vision; Machine Vision; Image Processing; Speech Processing; Signal Processing; Video Processing; Biometrics; Human-Computer Interaction (HCI); Document Analysis; Document Recognition; Biomedical Imaging; Bioinformatics.
Pixel Embedding for Fractional Interpolation in Video Coding.- Scene Text Image Super-Resolution with CLIP Prior Guidance.- A Coverless Steganography of Face Privacy Protection with Diffusion Models.- CLIP-AGIQA: Boosting the Performance of AI-Generated Image Quality Assessment with CLIP.- CoDeiT: Contrastive Data-efficient Transformers for Deepfake Detection.- A Lightweight and High-Fidelity Model for Generalized Audio-Driven 3D Talking Face Synthesis.- Illuminating the Dark: Unpaired Retinex and FFT-Based Low-Light Image Enhancement.- PSTNet: A Progressive Sparse Transformer Network for Image Deraining.- Frequency Modulated Deformable Transformer for Underwater Image Enhancement.- Probing Attention-Driven Normalizing Flow Network for Low-Light Image Enhancement.- A Novel Encoder-Decoder Network with Multi-domain Information Fusion for Video Deblurring.- Self-Distilled Dual-Network with Pixel Screening Loss for Blind Image Deblurring.- Complementary Dual-Branch Network for Space-Time Video Super-Resolution.- SINGLE-IMAGE DRIVEN 3D VIEWPOINT TRAINING DATA AUGMENTATION FOR EFFECTIVE LABEL RECOGNITION.- Lightweight Single Image Super-Resolution Network Integrating CNN and Transformer.- A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms.- Arbitrary Clothing Style Transfer Based on Attention Mechanism.- Approximate Cuboidization of an Orthogonal Polyhedron: A Combinatorial Approach.- Enhancing Multi-Exposure High Dynamic Range Imaging with Overlapped Codebook for Improved Representation Learning.- Deformable Multi-Scale Network for Snow Removal in Video.- Fast Orthogonal Matching Pursuit through Successive Regression.- MPGTSRN: Scene Text Image Super-Resolution Guided by Multiple Visual-Semantic Prompts.- Connecting the Dots: Isolated Trails of Detected Narrow Rivers in Multispectral Images.- Peel and Pool: The Path to Mandala Perfection.- MCANet: Multimodal Caption Aware Training-free Video Anomaly Detection via Large Language Model.- 2by2: Weakly-Supervised Learning for Global Action Segmentation.- MDFIDNet: Multi Domain Feature Integration Denoising Network.- Dynamic Resolution Guidance for Facial Expression Recognition.
| Erscheint lt. Verlag | 13.1.2025 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XI, 414 p. 162 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Artificial Intelligence • Bioinformatics • Biomedical Imaging • biometrics • computer vision • Document Analysis • document recognition • Human-Computer Interaction (HCI) • Image Processing • machine learning • Machine vision • pattern recognition • Robot vision • Signal Processing • Speech processing • Video Processing |
| ISBN-10 | 3-031-78124-4 / 3031781244 |
| ISBN-13 | 978-3-031-78124-7 / 9783031781247 |
| Zustand | Neuware |
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