Pattern Recognition : 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXXI / edited by Apostolos Antonacopoulos, Subhasis Chaudhuri, Rama Chellappa, Cheng-Lin Liu, Saumik Bhattacharya, Umapada Pal.

Format:

Book

Author/Creator:

Antonacopoulos, Apostolos.

Contributor:

Chaudhuri, Subhasis.

Chellappa, Rama.

Liu, Cheng-Lin.

Bhattacharya, Saumik.

Pal, Umapada.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 15331

Language:

English

Subjects (All):

Computer vision.

Machine learning.

Computer Vision.

Machine Learning.

Local Subjects:

Computer Vision.

Machine Learning.

Physical Description:

1 online resource (457 pages)

Edition:

1st ed. 2025.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2025.

Summary:

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.

Contents:

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.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9783031781193

3031781198

OCLC:

1477219223