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…mehr
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.
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Inhaltsangabe
ODTr: Transformer Integrating OCR Auxiliary Map and Image Depth Information for Document Image Unwarping.- Oracle Character Recognition Based on Attention Enhancement and Multi-level Feature Fusion.- DocHFormer: Document Image Dewarping via Harmonized Modeling of Hierarchical Priors.- Document Image Shadow Removal via Frequency Information-oriented Network.- Improving Online Handwriting Recognition with Transfer Learning Using Out-of-Domain and Different-Dimensional Sources.- ROISER: Towards Real World Semantic Entity Recognition from Visually-rich Documents.- Perception-Enhanced Generative Transformer for Key Information Extraction from Documents.- MuLAD: Multimodal Aggression Detection from Social Media Memes Exploiting Visual and Textual Features.- E4: A Voting-Based Paradigm for Enhancing Retrieval Augmented Generation.- Improving Chinese Emotion Classification based on Bilingual Feature Fusion.- SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology.- Enhancing Automated Short Answer Grading with Prompt-Driven Augmentation and Prompt Adaptive Oversampling.- SANS: Spatial-aware Neural Solver for Plane Geometry Problem.- Cross Lingual Synopsis Generation in English, Dutch, Vietnamese, Indonesian, Russian, Portuguese, Korean, Hindi and French.- A Multi-Modal Framework to Counter Hate Speeches.- TBIA-DBNet: A Two-Branch Image-Adaptive DBNet for Scene Text Detection in Real-World Foggy Scenes.- Breaking Boundaries: Enhancing Script Identification Using a Learnable MULLER Resizer.- Arbitrary-Shaped Scene Text Recognition with Deformable Ensemble Attention.- Primary Key Free Watermarking for Numerical Tabular Datasets in Machine Learning.- Offline Handwritten Signature Verification Using a Stream-Based Approach.- OCR4HSV: A Multi-Task Learning Approach for Handwritten Signature Verification.- Learning explicit radical representations for Zero-shot Chinese character recognition.- Deep Learning for Arabic Word Classification: Leveraging Transfer Learning and Grad-CAM for Morphological Analysis.- A cost minimization approach to fix the vocabulary size in a tokenizer for an End-to-End ASR system.- ASD-Diffusion: Anomalous Sound Detection with Diffusion Models.- FCHiFi-GAN: Aggrandizing Fast Convergence with Batchwise Normalization.- Adaptive Enhanced Reversible Flow Model for Remote sensing Image Super Resolution.- Saliency-based Neural Representation for Videos.- HNRC: Lightweight Image Compression with Hybrid Neural Representation.
ODTr: Transformer Integrating OCR Auxiliary Map and Image Depth Information for Document Image Unwarping.- Oracle Character Recognition Based on Attention Enhancement and Multi-level Feature Fusion.- DocHFormer: Document Image Dewarping via Harmonized Modeling of Hierarchical Priors.- Document Image Shadow Removal via Frequency Information-oriented Network.- Improving Online Handwriting Recognition with Transfer Learning Using Out-of-Domain and Different-Dimensional Sources.- ROISER: Towards Real World Semantic Entity Recognition from Visually-rich Documents.- Perception-Enhanced Generative Transformer for Key Information Extraction from Documents.- MuLAD: Multimodal Aggression Detection from Social Media Memes Exploiting Visual and Textual Features.- E4: A Voting-Based Paradigm for Enhancing Retrieval Augmented Generation.- Improving Chinese Emotion Classification based on Bilingual Feature Fusion.- SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology.- Enhancing Automated Short Answer Grading with Prompt-Driven Augmentation and Prompt Adaptive Oversampling.- SANS: Spatial-aware Neural Solver for Plane Geometry Problem.- Cross Lingual Synopsis Generation in English, Dutch, Vietnamese, Indonesian, Russian, Portuguese, Korean, Hindi and French.- A Multi-Modal Framework to Counter Hate Speeches.- TBIA-DBNet: A Two-Branch Image-Adaptive DBNet for Scene Text Detection in Real-World Foggy Scenes.- Breaking Boundaries: Enhancing Script Identification Using a Learnable MULLER Resizer.- Arbitrary-Shaped Scene Text Recognition with Deformable Ensemble Attention.- Primary Key Free Watermarking for Numerical Tabular Datasets in Machine Learning.- Offline Handwritten Signature Verification Using a Stream-Based Approach.- OCR4HSV: A Multi-Task Learning Approach for Handwritten Signature Verification.- Learning explicit radical representations for Zero-shot Chinese character recognition.- Deep Learning for Arabic Word Classification: Leveraging Transfer Learning and Grad-CAM for Morphological Analysis.- A cost minimization approach to fix the vocabulary size in a tokenizer for an End-to-End ASR system.- ASD-Diffusion: Anomalous Sound Detection with Diffusion Models.- FCHiFi-GAN: Aggrandizing Fast Convergence with Batchwise Normalization.- Adaptive Enhanced Reversible Flow Model for Remote sensing Image Super Resolution.- Saliency-based Neural Representation for Videos.- HNRC: Lightweight Image Compression with Hybrid Neural Representation.
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