Fast Determination of Melanin Based on Skin Hyperspectral Reflectance
Shiwei Li,
Mohsen Ardabilian,
Abdelmalek Zine
![Responsive image](/icpr/media/video_thumbnails/11690.jpg)
Auto-TLDR; A 3layered Skin Model for Hyperspectral Reflectance Using Monte Carlo Simulations of Biological Components
Similar papers
Hyperspectral Imaging for Analysis and Classification of Plastic Waste
Jakub Kraśniewski, Łukasz Dąbała, Lewandowski Marcin
![Responsive image](/icpr/media/video_thumbnails/11441.jpg)
Auto-TLDR; A Hyperspectral Camera for Material Classification
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
Semi-Supervised Deep Learning Techniques for Spectrum Reconstruction
Adriano Simonetto, Vincent Parret, Alexander Gatto, Piergiorgio Sartor, Pietro Zanuttigh
![Responsive image](/icpr/media/video_thumbnails/11815.jpg)
Auto-TLDR; hyperspectral data estimation from RGB data using semi-supervised learning
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
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
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
Inferring Functional Properties from Fluid Dynamics Features
Andrea Schillaci, Maurizio Quadrio, Carlotta Pipolo, Marcello Restelli, Giacomo Boracchi
![Responsive image](/icpr/media/video_thumbnails/11350.jpg)
Auto-TLDR; Exploiting Convective Properties of Computational Fluid Dynamics for Medical Diagnosis
Abstract Slides Poster Similar
Explainable Online Validation of Machine Learning Models for Practical Applications
Wolfgang Fuhl, Yao Rong, Thomas Motz, Michael Scheidt, Andreas Markus Hartel, Andreas Koch, Enkelejda Kasneci
![Responsive image](/icpr/media/video_thumbnails/11249.jpg)
Auto-TLDR; A Reformulation of Regression and Classification for Machine Learning Algorithm Validation
Abstract Slides Poster Similar
Extended Depth of Field Preserving Color Fidelity for Automated Digital Cytology
Alexandre Bouyssoux, Riadh Fezzani, Jean-Christophe Olivo-Marin
![Responsive image](/icpr/media/video_thumbnails/11388.jpg)
Auto-TLDR; Multi-Channel Extended Depth of Field for Digital cytology based on the stationary wavelet transform
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
Snapshot Hyperspectral Imaging Based on Weighted High-Order Singular Value Regularization
Hua Huang, Cheng Niankai, Lizhi Wang
![Responsive image](/icpr/media/video_thumbnails/10992.jpg)
Auto-TLDR; High-Order Tensor Optimization for Hyperspectral Imaging
Abstract Slides Poster Similar
A Systematic Investigation on Deep Architectures for Automatic Skin Lesions Classification
Pierluigi Carcagni, Marco Leo, Andrea Cuna, Giuseppe Celeste, Cosimo Distante
![Responsive image](/icpr/media/video_thumbnails/11922.jpg)
Auto-TLDR; RegNet: Deep Investigation of Convolutional Neural Networks for Automatic Classification of Skin Lesions
Abstract Slides Poster Similar
Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval
Stefano Allegretti, Federico Bolelli, Federico Pollastri, Sabrina Longhitano, Giovanni Pellacani, Costantino Grana
![Responsive image](/icpr/media/video_thumbnails/11851.jpg)
Auto-TLDR; Skin Images Retrieval Using Convolutional Neural Networks for Skin Lesion Classification and Segmentation
Abstract Slides Poster Similar
Recovery of 2D and 3D Layout Information through an Advanced Image Stitching Algorithm Using Scanning Electron Microscope Images
Aayush Singla, Bernhard Lippmann, Helmut Graeb
![Responsive image](/icpr/media/video_thumbnails/11319.jpg)
Auto-TLDR; Image Stitching for True Geometrical Layout Recovery in Nanoscale Dimension
Abstract Slides Poster Similar
Comparison of Deep Learning and Hand Crafted Features for Mining Simulation Data
Theodoros Georgiou, Sebastian Schmitt, Thomas Baeck, Nan Pu, Wei Chen, Michael Lew
![Responsive image](/icpr/media/video_thumbnails/11261.jpg)
Auto-TLDR; Automated Data Analysis of Flow Fields in Computational Fluid Dynamics Simulations
Abstract Slides Poster Similar
Adaptive Matching of Kernel Means
![Responsive image](/icpr/media/video_thumbnails/11149.jpg)
Auto-TLDR; Adaptive Matching of Kernel Means for Knowledge Discovery and Feature Learning
Abstract Slides Poster Similar
Using Machine Learning to Refer Patients with Chronic Kidney Disease to Secondary Care
Lee Au-Yeung, Xianghua Xie, Timothy Marcus Scale, James Anthony Chess
![Responsive image](/icpr/media/video_thumbnails/12122.jpg)
Auto-TLDR; A Machine Learning Approach for Chronic Kidney Disease Prediction using Blood Test Data
Abstract Slides Poster Similar
One Step Clustering Based on A-Contrario Framework for Detection of Alterations in Historical Violins
Alireza Rezaei, Sylvie Le Hégarat-Mascle, Emanuel Aldea, Piercarlo Dondi, Marco Malagodi
![Responsive image](/icpr/media/video_thumbnails/12009.jpg)
Auto-TLDR; A-Contrario Clustering for the Detection of Altered Violins using UVIFL Images
Abstract Slides Poster Similar
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
Abstract Slides Poster Similar
A Multilinear Sampling Algorithm to Estimate Shapley Values
![Responsive image](/icpr/media/video_thumbnails/11843.jpg)
Auto-TLDR; A sampling method for Shapley values for multilayer Perceptrons
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
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
Investigating and Exploiting Image Resolution for Transfer Learning-Based Skin Lesion Classification
Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, Rupert Ecker, Georg Dorffner, Isabella Ellinger
![Responsive image](/icpr/media/video_thumbnails/11344.jpg)
Auto-TLDR; Fine-tuned Neural Networks for Skin Lesion Classification Using Dermoscopic Images
Abstract Slides Poster Similar
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
Learning Sign-Constrained Support Vector Machines
Kenya Tajima, Kouhei Tsuchida, Esmeraldo Ronnie Rey Zara, Naoya Ohta, Tsuyoshi Kato
![Responsive image](/icpr/media/video_thumbnails/11245.jpg)
Auto-TLDR; Constrained Sign Constraints for Learning Linear Support Vector Machine
The Color Out of Space: Learning Self-Supervised Representations for Earth Observation Imagery
Stefano Vincenzi, Angelo Porrello, Pietro Buzzega, Marco Cipriano, Pietro Fronte, Roberto Cuccu, Carla Ippoliti, Annamaria Conte, Simone Calderara
![Responsive image](/icpr/media/video_thumbnails/11216.jpg)
Auto-TLDR; Satellite Image Representation Learning for Remote Sensing
Abstract Slides Poster Similar
Multimodal End-To-End Learning for Autonomous Steering in Adverse Road and Weather Conditions
Jyri Sakari Maanpää, Josef Taher, Petri Manninen, Leo Pakola, Iaroslav Melekhov, Juha Hyyppä
![Responsive image](/icpr/media/video_thumbnails/10920.jpg)
Auto-TLDR; End-to-End Learning for Autonomous Steering in Adverse Road and Weather Conditions with Lidar Data
Abstract Slides Poster Similar
Deep Residual Attention Network for Hyperspectral Image Reconstruction
![Responsive image](/icpr/media/video_thumbnails/11910.jpg)
Auto-TLDR; Deep Convolutional Neural Network for Hyperspectral Image Reconstruction from a Snapshot
Abstract Slides Poster Similar
Expectation-Maximization for Scheduling Problems in Satellite Communication
Werner Bailer, Martin Winter, Johannes Ebert, Joel Flavio, Karin Plimon
![Responsive image](/icpr/media/video_thumbnails/11269.jpg)
Auto-TLDR; Unsupervised Machine Learning for Satellite Communication Using Expectation-Maximization
Abstract Slides Poster Similar
Deep Transfer Learning for Alzheimer’s Disease Detection
Nicole Cilia, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto Di Freca
![Responsive image](/icpr/media/video_thumbnails/12082.jpg)
Auto-TLDR; Automatic Detection of Handwriting Alterations for Alzheimer's Disease Diagnosis using Dynamic Features
Abstract Slides Poster Similar
Detecting Rare Cell Populations in Flow Cytometry Data Using UMAP
Lisa Weijler, Markus Diem, Michael Reiter
![Responsive image](/icpr/media/video_thumbnails/11454.jpg)
Auto-TLDR; Unsupervised Manifold Approximation and Projection for Small Cell Population Detection in Flow cytometry Data
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
User-Independent Gaze Estimation by Extracting Pupil Parameter and Its Mapping to the Gaze Angle
![Responsive image](/icpr/media/video_thumbnails/11087.jpg)
Auto-TLDR; Gaze Point Estimation using Pupil Shape for Generalization
Abstract Slides Poster Similar
Surface IR Reflectance Estimation and Material Recognition Using ToF Camera
![Responsive image](/icpr/media/video_thumbnails/11650.jpg)
Auto-TLDR; Material Type Recognition Using IR Reflectance Based Material Type Recognitions
Abstract Slides Poster Similar
Recursive Convolutional Neural Networks for Epigenomics
Aikaterini Symeonidi, Anguelos Nicolaou, Frank Johannes, Vincent Christlein
![Responsive image](/icpr/media/video_thumbnails/11158.jpg)
Auto-TLDR; Recursive Convolutional Neural Networks for Epigenomic Data Analysis
Abstract Slides Poster Similar
Interpretable Structured Learning with Sparse Gated Sequence Encoder for Protein-Protein Interaction Prediction
Kishan K C, Feng Cui, Anne Haake, Rui Li
![Responsive image](/icpr/media/video_thumbnails/11734.jpg)
Auto-TLDR; Predicting Protein-Protein Interactions Using Sequence Representations
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
Near-Infrared Depth-Independent Image Dehazing using Haar Wavelets
Sumit Laha, Ankit Sharma, Shengnan Hu, Hassan Foroosh
![Responsive image](/icpr/media/video_thumbnails/11515.jpg)
Auto-TLDR; A fusion algorithm for haze removal using Haar wavelets
Abstract Slides Poster Similar
Tensorized Feature Spaces for Feature Explosion
Ravdeep Pasricha, Pravallika Devineni, Evangelos Papalexakis, Ramakrishnan Kannan
![Responsive image](/icpr/media/video_thumbnails/11628.jpg)
Auto-TLDR; Tensor Rank Decomposition for Hyperspectral Image Classification
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
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
DR2S: Deep Regression with Region Selection for Camera Quality Evaluation
Marcelin Tworski, Stéphane Lathuiliere, Salim Belkarfa, Attilio Fiandrotti, Marco Cagnazzo
![Responsive image](/icpr/media/video_thumbnails/11614.jpg)
Auto-TLDR; Texture Quality Estimation Using Deep Learning
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
Transfer Learning through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images
Abdullah Sarhan, Jon Rokne, Reda Alhajj, Andrew Crichton
![Responsive image](/icpr/media/video_thumbnails/11992.jpg)
Auto-TLDR; Deep Learning for Segmentation of Blood Vessels in Retinal Images
Abstract Slides Poster Similar
Automatic Semantic Segmentation of Structural Elements related to the Spinal Cord in the Lumbar Region by Using Convolutional Neural Networks
Jhon Jairo Sáenz Gamboa, Maria De La Iglesia-Vaya, Jon Ander Gómez
![Responsive image](/icpr/media/video_thumbnails/11493.jpg)
Auto-TLDR; Semantic Segmentation of Lumbar Spine Using Convolutional Neural Networks
Abstract Slides Poster Similar
A Novel Random Forest Dissimilarity Measure for Multi-View Learning
Hongliu Cao, Simon Bernard, Robert Sabourin, Laurent Heutte
![Responsive image](/icpr/media/video_thumbnails/11002.jpg)
Auto-TLDR; Multi-view Learning with Random Forest Relation Measure and Instance Hardness
Abstract Slides Poster Similar
On Learning Random Forests for Random Forest Clustering
Manuele Bicego, Francisco Escolano
![Responsive image](/icpr/media/video_thumbnails/11268.jpg)
Auto-TLDR; Learning Random Forests for Clustering
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