Pattern Recognition

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.

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.