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
Similar papers
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
Skin Lesion Classification Using Weakly-Supervised Fine-Grained Method
Xi Xue, Sei-Ichiro Kamata, Daming Luo
![Responsive image](/icpr/media/video_thumbnails/11976.jpg)
Auto-TLDR; Different Region proposal module for skin lesion classification
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
Dual Stream Network with Selective Optimization for Skin Disease Recognition in Consumer Grade Images
Krishnam Gupta, Jaiprasad Rampure, Monu Krishnan, Ajit Narayanan, Nikhil Narayan
![Responsive image](/icpr/media/video_thumbnails/11499.jpg)
Auto-TLDR; A Deep Network Architecture for Skin Disease Localisation and Classification on Consumer Grade Images
Abstract Slides Poster Similar
A Benchmark Dataset for Segmenting Liver, Vasculature and Lesions from Large-Scale Computed Tomography Data
Bo Wang, Zhengqing Xu, Wei Xu, Qingsen Yan, Liang Zhang, Zheng You
![Responsive image](/icpr/media/thumbnails/1818_FI.pdf.jpg)
Auto-TLDR; The Biggest Treatment-Oriented Liver Cancer Dataset for Segmentation
Abstract Slides Poster Similar
A Lumen Segmentation Method in Ureteroscopy Images Based on a Deep Residual U-Net Architecture
Jorge Lazo, Marzullo Aldo, Sara Moccia, Michele Catellani, Benoit Rosa, Elena De Momi, Michel De Mathelin, Francesco Calimeri
![Responsive image](/icpr/media/video_thumbnails/11991.jpg)
Auto-TLDR; A Deep Neural Network for Ureteroscopy with Residual Units
Abstract Slides Poster Similar
Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification
Federico Pollastri, Juan Maroñas, Federico Bolelli, Giulia Ligabue, Roberto Paredes, Riccardo Magistroni, Costantino Grana
![Responsive image](/icpr/media/video_thumbnails/10996.jpg)
Auto-TLDR; A Probabilistic Convolutional Neural Network for Immunofluorescence Classification in Renal Biopsy
Abstract Slides Poster Similar
A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma
Ahmed Alksas, Mohamed Shehata, Gehad Saleh, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abukhalifeh, Abdel Razek Ahmed, Ayman El-Baz
![Responsive image](/icpr/media/video_thumbnails/12141.jpg)
Auto-TLDR; Classification of Liver Tumor Lesions from CE-MRI Using Structured Structural Features and Functional Features
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
Fine-Tuning Convolutional Neural Networks: A Comprehensive Guide and Benchmark Analysis for Glaucoma Screening
Amed Mvoulana, Rostom Kachouri, Mohamed Akil
![Responsive image](/icpr/media/video_thumbnails/11607.jpg)
Auto-TLDR; Fine-tuning Convolutional Neural Networks for Glaucoma Screening
Abstract Slides Poster Similar
Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation
Martin Kolarik, Radim Burget, Carlos M. Travieso-Gonzalez, Jan Kocica
![Responsive image](/icpr/media/video_thumbnails/11598.jpg)
Auto-TLDR; Planar 3D Res-U-Net Network for Unbalanced 3D Image Segmentation using Fluid Attenuation Inversion Recover
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
Classify Breast Histopathology Images with Ductal Instance-Oriented Pipeline
Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey Arnold, Donald Weaver, Joann Elmore, Linda Shapiro
![Responsive image](/icpr/media/video_thumbnails/11932.jpg)
Auto-TLDR; DIOP: Ductal Instance-Oriented Pipeline for Diagnostic Classification
Abstract Slides Poster Similar
Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks
Michele Alberti, Angela Botros, Schuetz Narayan, Rolf Ingold, Marcus Liwicki, Mathias Seuret
![Responsive image](/icpr/media/video_thumbnails/11870.jpg)
Auto-TLDR; Trainable and Spectrally Initializable Matrix Transformations for Neural Networks
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
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
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study
Veysel Kocaman, Ofer M. Shir, Thomas Baeck
![Responsive image](/icpr/media/video_thumbnails/12145.jpg)
Auto-TLDR; Exploiting Batch Normalization before the Output Layer in Deep Learning for Minority Class Detection in Imbalanced Data Sets
Abstract Slides Poster Similar
Learning Defects in Old Movies from Manually Assisted Restoration
Arthur Renaudeau, Travis Seng, Axel Carlier, Jean-Denis Durou, Fabien Pierre, Francois Lauze, Jean-François Aujol
![Responsive image](/icpr/media/video_thumbnails/11498.jpg)
Auto-TLDR; U-Net: Detecting Defects in Old Movies by Inpainting Techniques
Abstract Slides Poster Similar
Unsupervised Detection of Pulmonary Opacities for Computer-Aided Diagnosis of COVID-19 on CT Images
Rui Xu, Xiao Cao, Yufeng Wang, Yen-Wei Chen, Xinchen Ye, Lin Lin, Wenchao Zhu, Chao Chen, Fangyi Xu, Yong Zhou, Hongjie Hu, Shoji Kido, Noriyuki Tomiyama
![Responsive image](/icpr/media/video_thumbnails/11967.jpg)
Auto-TLDR; A computer-aided diagnosis of COVID-19 from CT images using unsupervised pulmonary opacity detection
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
Segmentation of Axillary and Supraclavicular Tumoral Lymph Nodes in PET/CT: A Hybrid CNN/Component-Tree Approach
Diana Lucia Farfan Cabrera, Nicolas Gogin, David Morland, Benoît Naegel, Dimitri Papathanassiou, Nicolas Passat
![Responsive image](/icpr/media/video_thumbnails/11677.jpg)
Auto-TLDR; Coupling Convolutional Neural Networks and Component-Trees for Lymph node Segmentation from PET/CT Images
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
Prediction of Obstructive Coronary Artery Disease from Myocardial Perfusion Scintigraphy using Deep Neural Networks
Ida Arvidsson, Niels Christian Overgaard, Miguel Ochoa Figueroa, Jeronimo Rose, Anette Davidsson, Kalle Åström, Anders Heyden
![Responsive image](/icpr/media/video_thumbnails/11395.jpg)
Auto-TLDR; A Deep Learning Algorithm for Multi-label Classification of Myocardial Perfusion Scintigraphy for Stable Ischemic Heart Disease
Abstract Slides Poster Similar
Early Wildfire Smoke Detection in Videos
Taanya Gupta, Hengyue Liu, Bir Bhanu
![Responsive image](/icpr/media/video_thumbnails/12521.jpg)
Auto-TLDR; Semi-supervised Spatio-Temporal Video Object Segmentation for Automatic Detection of Smoke in Videos during Forest Fire
Deep Learning-Based Type Identification of Volumetric MRI Sequences
Jean Pablo De Mello, Thiago Paixão, Rodrigo Berriel, Mauricio Reyes, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
![Responsive image](/icpr/media/video_thumbnails/11551.jpg)
Auto-TLDR; Deep Learning for Brain MRI Sequences Identification Using Convolutional Neural Network
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
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
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
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
Bridging the Gap between Natural and Medical Images through Deep Colorization
Lia Morra, Luca Piano, Fabrizio Lamberti, Tatiana Tommasi
![Responsive image](/icpr/media/video_thumbnails/10936.jpg)
Auto-TLDR; Transfer Learning for Diagnosis on X-ray Images Using Color Adaptation
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
Merged 1D-2D Deep Convolutional Neural Networks for Nerve Detection in Ultrasound Images
Mohammad Alkhatib, Adel Hafiane, Pierre Vieyres
![Responsive image](/icpr/media/video_thumbnails/11437.jpg)
Auto-TLDR; A Deep Neural Network for Deep Neural Networks to Detect Median Nerve in Ultrasound-Guided Regional Anesthesia
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
Learn to Segment Retinal Lesions and Beyond
Qijie Wei, Xirong Li, Weihong Yu, Xiao Zhang, Yongpeng Zhang, Bojie Hu, Bin Mo, Di Gong, Ning Chen, Dayong Ding, Youxin Chen
![Responsive image](/icpr/media/video_thumbnails/12502.jpg)
Auto-TLDR; Multi-task Lesion Segmentation and Disease Classification for Diabetic Retinopathy Grading
Neural Machine Registration for Motion Correction in Breast DCE-MRI
Federica Aprea, Stefano Marrone, Carlo Sansone
![Responsive image](/icpr/media/video_thumbnails/11380.jpg)
Auto-TLDR; A Neural Registration Network for Dynamic Contrast Enhanced-Magnetic Resonance Imaging
Abstract Slides Poster Similar
Detecting Marine Species in Echograms Via Traditional, Hybrid, and Deep Learning Frameworks
Porto Marques Tunai, Alireza Rezvanifar, Melissa Cote, Alexandra Branzan Albu, Kaan Ersahin, Todd Mudge, Stephane Gauthier
![Responsive image](/icpr/media/video_thumbnails/11582.jpg)
Auto-TLDR; End-to-End Deep Learning for Echogram Interpretation of Marine Species in Echograms
Abstract Slides Poster Similar
Segmenting Kidney on Multiple Phase CT Images Using ULBNet
Yanling Chi, Yuyu Xu, Gang Feng, Jiawei Mao, Sihua Wu, Guibin Xu, Weimin Huang
![Responsive image](/icpr/media/video_thumbnails/11911.jpg)
Auto-TLDR; A ULBNet network for kidney segmentation on multiple phase CT images
Which are the factors affecting the performance of audio surveillance systems?
Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
![Responsive image](/icpr/media/video_thumbnails/11829.jpg)
Auto-TLDR; Sound Event Recognition Using Convolutional Neural Networks and Visual Representations on MIVIA Audio Events
Robust Localization of Retinal Lesions Via Weakly-Supervised Learning
![Responsive image](/icpr/media/video_thumbnails/11416.jpg)
Auto-TLDR; Weakly Learning of Lesions in Fundus Images Using Multi-level Feature Maps and Classification Score
Abstract Slides Poster Similar
Fused 3-Stage Image Segmentation for Pleural Effusion Cell Clusters
Sike Ma, Meng Zhao, Hao Wang, Fan Shi, Xuguo Sun, Shengyong Chen, Hong-Ning Dai
![Responsive image](/icpr/media/video_thumbnails/11079.jpg)
Auto-TLDR; Coarse Segmentation of Stained and Stained Unstained Cell Clusters in pleural effusion using 3-stage segmentation method
Abstract Slides Poster Similar
Deep Learning in the Ultrasound Evaluation of Neonatal Respiratory Status
Michela Gravina, Diego Gragnaniello, Giovanni Poggi, Luisa Verdoliva, Carlo Sansone, Iuri Corsini, Carlo Dani, Fabio Meneghin, Gianluca Lista, Salvatore Aversa, Migliaro Migliaro, Raimondi Francesco
![Responsive image](/icpr/media/video_thumbnails/12156.jpg)
Auto-TLDR; Lung Ultrasound Imaging with Deep Learning Networks and Training Strategies: An Analysis and Adaptation
Abstract Slides Poster Similar
Deep Learning on Active Sonar Data Using Bayesian Optimization for Hyperparameter Tuning
Henrik Berg, Karl Thomas Hjelmervik
![Responsive image](/icpr/media/video_thumbnails/11661.jpg)
Auto-TLDR; Bayesian Optimization for Sonar Operations in Littoral Environments
Abstract Slides Poster Similar
Deep Convolutional Embedding for Digitized Painting Clustering
Giovanna Castellano, Gennaro Vessio
![Responsive image](/icpr/media/video_thumbnails/11176.jpg)
Auto-TLDR; A Deep Convolutional Embedding Model for Clustering Artworks
Abstract Slides Poster Similar
A Close Look at Deep Learning with Small Data
![Responsive image](/icpr/media/video_thumbnails/11148.jpg)
Auto-TLDR; Low-Complex Neural Networks for Small Data Conditions
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
DE-Net: Dilated Encoder Network for Automated Tongue Segmentation
Hui Tang, Bin Wang, Jun Zhou, Yongsheng Gao
![Responsive image](/icpr/media/video_thumbnails/11159.jpg)
Auto-TLDR; Automated Tongue Image Segmentation using De-Net
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