Pattern Recognition and Machine Intelligence 9th International Conference, PReMI 2021, Kolkata, India, December 15–18, 2021, Proceedings /
This book constitutes the refereed proceedings of the 9th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2021, held in December 2021. Due to COVID-19 pandemic the conference was held virtually. The 62 full papers included in this book were carefully reviewed and sele...
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| Format: | Elektronski eKnjiga |
| Jezik: | angleščina |
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Springer International Publishing : Imprint: Springer,
2024.
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| Izdaja: | 1st ed. 2024. |
| Serija: | Lecture Notes in Computer Science,
13102 |
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| Online dostop: | https://doi.org/10.1007/978-3-031-12700-7 |
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- 1 Image Processing
- Image Quality Assessment using Combination of Deep Convolutional Neural Networks
- Blind Image Forgery Detection using LBP and Statistical Moments
- Edge Detection in Gray Scale Images using Partial Sum of Second Order Taylor Series Expansion
- Image Re-Attentionizing Using Particle Swarm Optimization
- Auto-Encoder Guided Attention based Network for Hyperspectral Recovery from Real RGB Images
- 2 Text, Voice and Video Processing
- Raga Classification in Carnatic Music Using Audio Thumbnailing
- Wavelet Residual Learning for Efficient Future Frame Prediction from Natural Video Sequences
- Voice Privacy Through Time-Scale and Pitch Modification
- Abusive Speech Detection and Politeness Transfer
- Voice Liveness Detection using Bump Wavelet with CNN
- 3 Bioinformatics
- Classification of Task Evoked fMRI Signals using Temporal Characteristics of Brain Regions
- Ensemble Models for Multi-class Classification of Diabetic Retinopathy
- Identification of Potential Biomarkers using Integrative Approach: An application of ESCC
- Autoencoder Assisted Cancer Subtyping by Integrating Multi-omics Data
- ADHDNet: A DNN based Framework for Efficient Early ADHD Detection from fMRI Dataset
- 4 Deep Learning
- Multi-Stage Transfer Learning Based Yoga Pose Recognition using CNN
- Autoencoder and Extreme Learning Machine based Deep Multi-label Classifier
- Neural Pooling for Graph Neural Networks
- Pedestrian Detection and Movement Direction Recognition with Convolutional Neural Network
- Deep Learning Based Tree Detection and Counting for Remotely Sensed Images
- CateReR: A Graph Neural Network-based Model for Category-wise Reliability-aware Recommendation
- 5 Medical Image Processing
- Attention Assisted Patch-wise CNN for the Segmentation of Fluids from the Retinal Optical Coherence Tomography Images
- A Reinforcement Learning Framework for Lung Segmentation of COVID-19 and Pneumonia Affected Chest X-Ray Image
- Deep and Bio-Inspired spiking Neural Networks based Optimized Multimodal Neurological Image Fusion Model
- Model Compression Techniques for Atrial Fibrillation Detection on Mobile Devices
- Speckle de-noising with Local Oriented Structure for Edge Preservation in Ultrasound Images
- 6 Theory and Models
- Magnetic Resonance Imaging via weighted $\ell_{1-p}$ minimization
- Spherical Separability : Associative Memories
- Addressing Issues in Training Neural ExtractiveSummarisation Models
- Metrics from Fuzzy Implications and their Application
- STATS-BERT: An Enhanced BERT Model with Statistical Masking for Improved Transfer Performance
- 7 Feature Selection
- Super-Resolution Model Using Multi Directional Structure Integrity Prior
- Stateful MapReduce Framework for mRMR Feature Selection using Horizontal Partitioning
- Analysis of Lombard Effect by using Hybrid Visual Features for ASR
- Adverse Event Classification from Co-prescribed Drugs by Integrating Chemical, Phenotypic and Graph Embedding Features
- Enhancing EEG-Based Emotion Recognition using Multi Domain Features and Genetic Algorithm based Feature Selection
- 8 Biometrics and Dermoscopy
- A Novel Cancelable Fingerprint Template Generation Mechanism using Visual Secret Sharing
- Re-calibrated Attention-based Deep Learning Technique for Dermoscopic Lesion Segmentation
- An Enhanced Generative Adversarial Network model for Fingerprint Presentation Attack Detection
- Rank Level Fusion of Multimodal Biometrics Using Particle Swarm Optimization
- 9 Facial Image Analysis
- Wavelet Based Convolutional Neural Network for Face Anti-Spoofing
- MaskMTL: Attribute Prediction in Masked Facial Images with Deep Multitask Learning
- Masked Face Detection for Effective COVID-19 Containment: A Light Convolution Neural Network based Model
- Petersen Graph based Binary Pattern for Person Independent Facial Expression Recognition
- Restoring Face Occluded Images Using GAN Based Inpainting with Perceptual and Contextual Losses
- 10 Object and Event Detection
- Salient Object Detection in Hyperspectral Images Using Felzenswalb's Segmentation Algorithm
- Automated Proctoring based on Head Orientation Analysis and Object Detection
- A Hybrid Network for Scanned Floor Plan Image Recognition and Room Labeling
- An Effective Real-time Surveillance System for Fire and Smoke Detection Using CNN
- Spatial-SMOTE: An Approach for Handling Class Imbalance in Spatial Time Series Data
- An Efficient Anomaly Detection Approach using Cube Sampling with Streaming Data
- 11 Pattern Recognition
- Automated Seed Quality Testing System using GAN and Active Learning
- Stochastic Quasi-Newton Minimum Complexity Machine for Pattern Classification
- Semi-supervised Learning using Variational Autoencoder - A Cluster based Approach
- Non-Episodic Variational Discriminative Few-Shot Classifier
- PReLim: A Modeling Paradigm for Remote Sensing Image Scene Classification under Limited Labeled Samples
- 12 Machine Learning Applications
- Towards Automatic Defect Detection in Sugarcane Billets from Images
- DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks
- Legal Case Retrieval using SVM Classifier
- Topic Evolution Model for Interactive Information Search
- Interactive System for Toddlers using Doodle Recognition
- HORIE: Helpfulness of Online Reviews with Improved Embedding.