EEG-Based Cognitive State Assessment Using Deep Ensemble Model and Filter Bank Common Spatial Pattern
Debashis Das Chakladar,
Shubhashis Dey,
Partha Pratim Roy,
Masakazu Iwamura
![Responsive image](/icpr/media/video_thumbnails/11351.jpg)
Auto-TLDR; A Deep Ensemble Model for Cognitive State Assessment using EEG-based Cognitive State Analysis
Similar papers
Exploring Spatial-Temporal Representations for fNIRS-based Intimacy Detection via an Attention-enhanced Cascade Convolutional Recurrent Neural Network
Chao Li, Qian Zhang, Ziping Zhao
![Responsive image](/icpr/media/video_thumbnails/11948.jpg)
Auto-TLDR; Intimate Relationship Prediction by Attention-enhanced Cascade Convolutional Recurrent Neural Network Using Functional Near-Infrared Spectroscopy
Abstract Slides Poster Similar
Electroencephalography Signal Processing Based on Textural Features for Monitoring the Driver’s State by a Brain-Computer Interface
Giulia Orrù, Marco Micheletto, Fabio Terranova, Gian Luca Marcialis
![Responsive image](/icpr/media/video_thumbnails/11194.jpg)
Auto-TLDR; One-dimensional Local Binary Pattern Algorithm for Estimating Driver Vigilance in a Brain-Computer Interface System
Abstract Slides Poster Similar
Real-Time Driver Drowsiness Detection Using Facial Action Units
Malaika Vijay, Nandagopal Netrakanti Vinayak, Maanvi Nunna, Subramanyam Natarajan
![Responsive image](/icpr/media/video_thumbnails/12108.jpg)
Auto-TLDR; Real-Time Detection of Driver Drowsiness using Facial Action Units using Extreme Gradient Boosting
Abstract Slides Poster Similar
Wireless Localisation in WiFi Using Novel Deep Architectures
Peizheng Li, Han Cui, Aftab Khan, Usman Raza, Robert Piechocki, Angela Doufexi, Tim Farnham
![Responsive image](/icpr/media/video_thumbnails/11623.jpg)
Auto-TLDR; Deep Neural Network for Indoor Localisation of WiFi Devices in Indoor Environments
Abstract Slides Poster Similar
Space-Time Domain Tensor Neural Networks: An Application on Human Pose Classification
Konstantinos Makantasis, Athanasios Voulodimos, Anastasios Doulamis, Nikolaos Doulamis, Nikolaos Bakalos
![Responsive image](/icpr/media/video_thumbnails/11426.jpg)
Auto-TLDR; Tensor-Based Neural Network for Spatiotemporal Pose Classifiaction using Three-Dimensional Skeleton Data
Abstract Slides Poster Similar
Automatic Classification of Human Granulosa Cells in Assisted Reproductive Technology Using Vibrational Spectroscopy Imaging
Marina Paolanti, Emanuele Frontoni, Giorgia Gioacchini, Giorgini Elisabetta, Notarstefano Valentina, Zacà Carlotta, Carnevali Oliana, Andrea Borini, Marco Mameli
![Responsive image](/icpr/media/video_thumbnails/10855.jpg)
Auto-TLDR; Predicting Oocyte Quality in Assisted Reproductive Technology Using Machine Learning Techniques
Abstract Slides Poster Similar
Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture
Ramy Hussein, Rabab K. Ward, Soojin Lee, Martin Mckeown
![Responsive image](/icpr/media/video_thumbnails/11522.jpg)
Auto-TLDR; Semi-Dilated Convolutional Network for Seizure Prediction using EEG Scalograms
EasiECG: A Novel Inter-Patient Arrhythmia Classification Method Using ECG Waves
Chuanqi Han, Ruoran Huang, Fang Yu, Xi Huang, Li Cui
![Responsive image](/icpr/media/video_thumbnails/10963.jpg)
Auto-TLDR; EasiECG: Attention-based Convolution Factorization Machines for Arrhythmia Classification
Abstract Slides Poster Similar
End-To-End Triplet Loss Based Emotion Embedding System for Speech Emotion Recognition
Puneet Kumar, Sidharth Jain, Balasubramanian Raman, Partha Pratim Roy, Masakazu Iwamura
![Responsive image](/icpr/media/video_thumbnails/11937.jpg)
Auto-TLDR; End-to-End Neural Embedding System for Speech Emotion Recognition
Abstract Slides Poster Similar
Exploring Seismocardiogram Biometrics with Wavelet Transform
Po-Ya Hsu, Po-Han Hsu, Hsin-Li Liu
![Responsive image](/icpr/media/video_thumbnails/11396.jpg)
Auto-TLDR; Seismocardiogram Biometric Matching Using Wavelet Transform and Deep Learning Models
Abstract Slides Poster Similar
Hybrid Network for End-To-End Text-Independent Speaker Identification
Wajdi Ghezaiel, Luc Brun, Olivier Lezoray
![Responsive image](/icpr/media/video_thumbnails/11130.jpg)
Auto-TLDR; Text-Independent Speaker Identification with Scattering Wavelet Network and Convolutional Neural Networks
Abstract Slides Poster Similar
Automatic Annotation of Corpora for Emotion Recognition through Facial Expressions Analysis
Alex Mircoli, Claudia Diamantini, Domenico Potena, Emanuele Storti
![Responsive image](/icpr/media/video_thumbnails/11548.jpg)
Auto-TLDR; Automatic annotation of video subtitles on the basis of facial expressions using machine learning algorithms
Abstract Slides Poster Similar
The Application of Capsule Neural Network Based CNN for Speech Emotion Recognition
![Responsive image](/icpr/media/video_thumbnails/12010.jpg)
Auto-TLDR; CapCNN: A Capsule Neural Network for Speech Emotion Recognition
Abstract Slides Poster Similar
Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI
Nik Khadijah Nik Aznan, Amir Atapour-Abarghouei, Stephen Bonner, Jason Connolly, Toby Breckon
![Responsive image](/icpr/media/video_thumbnails/12146.jpg)
Auto-TLDR; SIS-GAN: Subject Invariant SSVEP Generative Adversarial Network for Brain-Computer Interface
Classifying Eye-Tracking Data Using Saliency Maps
Shafin Rahman, Sejuti Rahman, Omar Shahid, Md. Tahmeed Abdullah, Jubair Ahmed Sourov
![Responsive image](/icpr/media/video_thumbnails/12002.jpg)
Auto-TLDR; Saliency-based Feature Extraction for Automatic Classification of Eye-tracking Data
Abstract Slides Poster Similar
Neuron-Based Network Pruning Based on Majority Voting
Ali Alqahtani, Xianghua Xie, Ehab Essa, Mark W. Jones
![Responsive image](/icpr/media/video_thumbnails/11223.jpg)
Auto-TLDR; Large-Scale Neural Network Pruning using Majority Voting
Abstract Slides Poster Similar
Appliance Identification Using a Histogram Post-Processing of 2D Local Binary Patterns for Smart Grid Applications
Yassine Himeur, Abdullah Alsalemi, Faycal Bensaali, Abbes Amira
![Responsive image](/icpr/media/thumbnails/1568_FI.pdf.jpg)
Auto-TLDR; LBP-BEVM based Local Binary Patterns for Appliances Identification in the Smart Grid
Translation Resilient Opportunistic WiFi Sensing
Mohammud Junaid Bocus, Wenda Li, Jonas Paulavičius, Ryan Mcconville, Raul Santos-Rodriguez, Kevin Chetty, Robert Piechocki
![Responsive image](/icpr/media/video_thumbnails/11545.jpg)
Auto-TLDR; Activity Recognition using Fine-Grained WiFi Channel State Information using WiFi CSI
Abstract Slides Poster Similar
Documents Counterfeit Detection through a Deep Learning Approach
Darwin Danilo Saire Pilco, Salvatore Tabbone
![Responsive image](/icpr/media/video_thumbnails/11326.jpg)
Auto-TLDR; End-to-End Learning for Counterfeit Documents Detection using Deep Neural Network
Abstract Slides Poster Similar
A Comparison of Neural Network Approaches for Melanoma Classification
Maria Frasca, Michele Nappi, Michele Risi, Genoveffa Tortora, Alessia Auriemma Citarella
![Responsive image](/icpr/media/video_thumbnails/11101.jpg)
Auto-TLDR; Classification of Melanoma Using Deep Neural Network Methodologies
Abstract Slides Poster Similar
VR Sickness Assessment with Perception Prior and Hybrid Temporal Features
Po-Chen Kuo, Li-Chung Chuang, Dong-Yi Lin, Ming-Sui Lee
![Responsive image](/icpr/media/video_thumbnails/11537.jpg)
Auto-TLDR; A novel content-based VR sickness assessment method which considers both the perception prior and hybrid temporal features
Abstract Slides Poster Similar
Two-Level Attention-Based Fusion Learning for RGB-D Face Recognition
Hardik Uppal, Alireza Sepas-Moghaddam, Michael Greenspan, Ali Etemad
![Responsive image](/icpr/media/video_thumbnails/12109.jpg)
Auto-TLDR; Fused RGB-D Facial Recognition using Attention-Aware Feature Fusion
Abstract Slides Poster Similar
Personalized Models in Human Activity Recognition Using Deep Learning
Hamza Amrani, Daniela Micucci, Paolo Napoletano
![Responsive image](/icpr/media/video_thumbnails/12053.jpg)
Auto-TLDR; Incremental Learning for Personalized Human Activity Recognition
Abstract Slides Poster Similar
Automatic Tuberculosis Detection Using Chest X-Ray Analysis with Position Enhanced Structural Information
Hermann Jepdjio Nkouanga, Szilard Vajda
![Responsive image](/icpr/media/video_thumbnails/11647.jpg)
Auto-TLDR; Automatic Chest X-ray Screening for Tuberculosis in Rural Population using Localized Region on Interest
Abstract Slides Poster Similar
Multi-Scale and Attention Based ResNet for Heartbeat Classification
Haojie Zhang, Gongping Yang, Yuwen Huang, Feng Yuan, Yilong Yin
![Responsive image](/icpr/media/video_thumbnails/11024.jpg)
Auto-TLDR; A Multi-Scale and Attention based ResNet for ECG heartbeat classification in intra-patient and inter-patient paradigms
Abstract Slides Poster Similar
Estimating Static and Dynamic Brain Networks by Kulback-Leibler Divergence from fMRI Data
Gonul Degirmendereli, Fatos Yarman Vural
![Responsive image](/icpr/media/video_thumbnails/11580.jpg)
Auto-TLDR; A Novel method to estimate static and dynamic brain networks using Kulback- Leibler divergence using fMRI data
Nonlinear Ranking Loss on Riemannian Potato Embedding
Byung Hyung Kim, Yoonje Suh, Honggu Lee, Sungho Jo
![Responsive image](/icpr/media/video_thumbnails/11382.jpg)
Auto-TLDR; Riemannian Potato for Rank-based Metric Learning
Abstract Slides Poster Similar
Inception Based Deep Learning Architecture for Tuberculosis Screening of Chest X-Rays
Dipayan Das, K.C. Santosh, Umapada Pal
![Responsive image](/icpr/media/video_thumbnails/11289.jpg)
Auto-TLDR; End to End CNN-based Chest X-ray Screening for Tuberculosis positive patients in the severely resource constrained regions of the world
Abstract Slides Poster Similar
Multi-Scanning Based Recurrent Neural Network for Hyperspectral Image Classification
Weilian Zhou, Sei-Ichiro Kamata
![Responsive image](/icpr/media/video_thumbnails/11433.jpg)
Auto-TLDR; Spatial-Spectral Unification for Hyperspectral Image Classification
Abstract Slides Poster Similar
Edge-Aware Graph Attention Network for Ratio of Edge-User Estimation in Mobile Networks
Jiehui Deng, Sheng Wan, Xiang Wang, Enmei Tu, Xiaolin Huang, Jie Yang, Chen Gong
![Responsive image](/icpr/media/video_thumbnails/12093.jpg)
Auto-TLDR; EAGAT: Edge-Aware Graph Attention Network for Automatic REU Estimation in Mobile Networks
Abstract Slides Poster Similar
Graph Convolutional Neural Networks for Power Line Outage Identification
![Responsive image](/icpr/media/thumbnails/1176_FI.pdf.jpg)
Auto-TLDR; Graph Convolutional Networks for Power Line Outage Identification
A Low-Complexity R-Peak Detection Algorithm with Adaptive Thresholding for Wearable Devices
Tiago Rodrigues, Hugo Plácido Da Silva, Ana Luisa Nobre Fred, Sirisack Samoutphonh
![Responsive image](/icpr/media/video_thumbnails/12090.jpg)
Auto-TLDR; Real-Time and Low-Complexity R-peak Detection for Single Lead ECG Signals
Abstract Slides Poster Similar
Attention Based Coupled Framework for Road and Pothole Segmentation
Shaik Masihullah, Ritu Garg, Prerana Mukherjee, Anupama Ray
![Responsive image](/icpr/media/video_thumbnails/11568.jpg)
Auto-TLDR; Few Shot Learning for Road and Pothole Segmentation on KITTI and IDD
Abstract Slides Poster Similar
Influence of Event Duration on Automatic Wheeze Classification
Bruno M Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
![Responsive image](/icpr/media/video_thumbnails/11776.jpg)
Auto-TLDR; Experimental Design of the Non-wheeze Class for Wheeze Classification
Abstract Slides Poster Similar
Feasibility Study of Using MyoBand for Learning Electronic Keyboard
![Responsive image](/icpr/media/video_thumbnails/12119.jpg)
Auto-TLDR; Autonomous Finger-Based Music Instrument Learning using Electromyography Using MyoBand and Machine Learning
Abstract Slides Poster Similar
Anticipating Activity from Multimodal Signals
Tiziana Rotondo, Giovanni Maria Farinella, Davide Giacalone, Sebastiano Mauro Strano, Valeria Tomaselli, Sebastiano Battiato
![Responsive image](/icpr/media/video_thumbnails/11425.jpg)
Auto-TLDR; Exploiting Multimodal Signal Embedding Space for Multi-Action Prediction
Abstract Slides Poster Similar
Assessing the Severity of Health States Based on Social Media Posts
Shweta Yadav, Joy Prakash Sain, Amit Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya
![Responsive image](/icpr/media/video_thumbnails/11558.jpg)
Auto-TLDR; A Multiview Learning Framework for Assessment of Health State in Online Health Communities
Abstract Slides Poster Similar
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios
Ayush Tripathi, Rupayan Chakraborty, Sunil Kumar Kopparapu
![Responsive image](/icpr/media/video_thumbnails/12176.jpg)
Auto-TLDR; Synthetic Minority OverSampling Technique for Imbalanced Data
Abstract Slides Poster Similar
SAT-Net: Self-Attention and Temporal Fusion for Facial Action Unit Detection
Zhihua Li, Zheng Zhang, Lijun Yin
![Responsive image](/icpr/media/video_thumbnails/11470.jpg)
Auto-TLDR; Temporal Fusion and Self-Attention Network for Facial Action Unit Detection
Abstract Slides Poster Similar
Cross-People Mobile-Phone Based Airwriting Character Recognition
Yunzhe Li, Hui Zheng, He Zhu, Haojun Ai, Xiaowei Dong
![Responsive image](/icpr/media/video_thumbnails/11215.jpg)
Auto-TLDR; Cross-People Airwriting Recognition via Motion Sensor Signal via Deep Neural Network
Abstract Slides Poster Similar
Depth Videos for the Classification of Micro-Expressions
Ankith Jain Rakesh Kumar, Bir Bhanu, Christopher Casey, Sierra Cheung, Aaron Seitz
![Responsive image](/icpr/media/video_thumbnails/11501.jpg)
Auto-TLDR; RGB-D Dataset for the Classification of Facial Micro-expressions
Abstract Slides Poster Similar
BAT Optimized CNN Model Identifies Water Stress in Chickpea Plant Shoot Images
Shiva Azimi, Taranjit Kaur, Tapan Gandhi
![Responsive image](/icpr/media/video_thumbnails/11906.jpg)
Auto-TLDR; BAT Optimized ResNet-18 for Stress Classification of chickpea shoot images under water deficiency
Abstract Slides Poster Similar
Ballroom Dance Recognition from Audio Recordings
Tomas Pavlin, Jan Cech, Jiri Matas
![Responsive image](/icpr/media/video_thumbnails/11105.jpg)
Auto-TLDR; A CNN-based approach to classify ballroom dances given audio recordings
Abstract Slides Poster Similar
CardioGAN: An Attention-Based Generative Adversarial Network for Generation of Electrocardiograms
Subhrajyoti Dasgupta, Sudip Das, Ujjwal Bhattacharya
![Responsive image](/icpr/media/video_thumbnails/11236.jpg)
Auto-TLDR; CardioGAN: Generative Adversarial Network for Synthetic Electrocardiogram Signals
Abstract Slides Poster Similar
Weight Estimation from an RGB-D Camera in Top-View Configuration
Marco Mameli, Marina Paolanti, Nicola Conci, Filippo Tessaro, Emanuele Frontoni, Primo Zingaretti
![Responsive image](/icpr/media/video_thumbnails/11809.jpg)
Auto-TLDR; Top-View Weight Estimation using Deep Neural Networks
Abstract Slides Poster Similar
DenseRecognition of Spoken Languages
Jaybrata Chakraborty, Bappaditya Chakraborty, Ujjwal Bhattacharya
![Responsive image](/icpr/media/video_thumbnails/12052.jpg)
Auto-TLDR; DenseNet: A Dense Convolutional Network Architecture for Speech Recognition in Indian Languages
Abstract Slides Poster Similar
A Bayesian Deep CNN Framework for Reconstructing K-T-Undersampled Resting-fMRI
Karan Taneja, Prachi Kulkarni, Shabbir Merchant, Suyash Awate
![Responsive image](/icpr/media/video_thumbnails/11905.jpg)
Auto-TLDR; K-t undersampled R-fMRI Reconstruction using Deep Convolutional Neural Networks
Abstract Slides Poster Similar
Longitudinal Feature Selection and Feature Learning for Parkinson’s Disease Diagnosis and Prediction
Haijun Lei, Zhongwei Huang, Xiaohua Xiao, Yi Lei, En-Leng Tan, Baiying Lei, Shiqi Li
![Responsive image](/icpr/media/video_thumbnails/11559.jpg)
Auto-TLDR; Joint Learning from Multiple Modalities and Relations for Joint Disease Diagnosis and Prediction in Parkinson's Disease
Abstract Slides Poster Similar