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
Similar papers
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
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
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
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
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
Self-Supervised Learning with Graph Neural Networks for Region of Interest Retrieval in Histopathology
Yigit Ozen, Selim Aksoy, Kemal Kosemehmetoglu, Sevgen Onder, Aysegul Uner
![Responsive image](/icpr/media/video_thumbnails/11632.jpg)
Auto-TLDR; Self-supervised Contrastive Learning for Deep Representation Learning of Histopathology Images
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
Leveraging Quadratic Spherical Mutual Information Hashing for Fast Image Retrieval
Nikolaos Passalis, Anastasios Tefas
![Responsive image](/icpr/media/video_thumbnails/10942.jpg)
Auto-TLDR; Quadratic Mutual Information for Large-Scale Hashing and Information Retrieval
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
On Identification and Retrieval of Near-Duplicate Biological Images: A New Dataset and Protocol
Thomas E. Koker, Sai Spandana Chintapalli, San Wang, Blake A. Talbot, Daniel Wainstock, Marcelo Cicconet, Mary C. Walsh
![Responsive image](/icpr/media/thumbnails/0951_FI.pdf.jpg)
Auto-TLDR; BINDER: Bio-Image Near-Duplicate Examples Repository for Image Identification and Retrieval
Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning
Hyunseung Chung, Woo-Jeoung Nam, Seong-Whan Lee
![Responsive image](/icpr/media/video_thumbnails/11646.jpg)
Auto-TLDR; Robust Remote Sensing Image Retrieval Using Group Convolution with Attention Mechanism and Metric Learning
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
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
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
VSB^2-Net: Visual-Semantic Bi-Branch Network for Zero-Shot Hashing
Xin Li, Xiangfeng Wang, Bo Jin, Wenjie Zhang, Jun Wang, Hongyuan Zha
![Responsive image](/icpr/media/video_thumbnails/11066.jpg)
Auto-TLDR; VSB^2-Net: inductive zero-shot hashing for image retrieval
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
Hierarchical Deep Hashing for Fast Large Scale Image Retrieval
Yongfei Zhang, Cheng Peng, Zhang Jingtao, Xianglong Liu, Shiliang Pu, Changhuai Chen
![Responsive image](/icpr/media/video_thumbnails/11316.jpg)
Auto-TLDR; Hierarchical indexed deep hashing for fast large scale image retrieval
Abstract Slides Poster Similar
End-To-End Multi-Task Learning for Lung Nodule Segmentation and Diagnosis
Wei Chen, Qiuli Wang, Dan Yang, Xiaohong Zhang, Chen Liu, Yucong Li
![Responsive image](/icpr/media/video_thumbnails/11682.jpg)
Auto-TLDR; A novel multi-task framework for lung nodule diagnosis based on deep learning and medical features
Exploiting Local Indexing and Deep Feature Confidence Scores for Fast Image-To-Video Search
Savas Ozkan, Gözde Bozdağı Akar
![Responsive image](/icpr/media/video_thumbnails/11457.jpg)
Auto-TLDR; Fast and Robust Image-to-Video Retrieval Using Local and Global Descriptors
Abstract Slides Poster Similar
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
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
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
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
Audio-Based Near-Duplicate Video Retrieval with Audio Similarity Learning
Pavlos Avgoustinakis, Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Andreas L. Symeonidis, Ioannis Kompatsiaris
![Responsive image](/icpr/media/video_thumbnails/11570.jpg)
Auto-TLDR; AuSiL: Audio Similarity Learning for Near-duplicate Video Retrieval
Abstract Slides Poster Similar
Learning Embeddings for Image Clustering: An Empirical Study of Triplet Loss Approaches
Kalun Ho, Janis Keuper, Franz-Josef Pfreundt, Margret Keuper
![Responsive image](/icpr/media/video_thumbnails/10835.jpg)
Auto-TLDR; Clustering Objectives for K-means and Correlation Clustering Using Triplet Loss
Abstract Slides Poster Similar
End-To-End Training of a Two-Stage Neural Network for Defect Detection
Jakob Božič, Domen Tabernik, Danijel Skocaj
![Responsive image](/icpr/media/video_thumbnails/11544.jpg)
Auto-TLDR; End-to-End Training of Segmentation-based Neural Network for Surface Defect Detection
Abstract Slides Poster Similar
DFH-GAN: A Deep Face Hashing with Generative Adversarial Network
Bo Xiao, Lanxiang Zhou, Yifei Wang, Qiangfang Xu
![Responsive image](/icpr/media/video_thumbnails/11720.jpg)
Auto-TLDR; Deep Face Hashing with GAN for Face Image Retrieval
Abstract Slides Poster Similar
Multi-Level Deep Learning Vehicle Re-Identification Using Ranked-Based Loss Functions
Eleni Kamenou, Jesus Martinez-Del-Rincon, Paul Miller, Patricia Devlin - Hill
![Responsive image](/icpr/media/video_thumbnails/11978.jpg)
Auto-TLDR; Multi-Level Re-identification Network for Vehicle Re-Identification
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
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
Deep Multiple Instance Learning with Spatial Attention for ROP Case Classification, Instance Selection and Abnormality Localization
Xirong Li, Wencui Wan, Yang Zhou, Jianchun Zhao, Qijie Wei, Junbo Rong, Pengyi Zhou, Limin Xu, Lijuan Lang, Yuying Liu, Chengzhi Niu, Dayong Ding, Xuemin Jin
![Responsive image](/icpr/media/video_thumbnails/12499.jpg)
Auto-TLDR; MIL-SA: Deep Multiple Instance Learning for Automated Screening of Retinopathy of Prematurity
Explainable Feature Embedding Using Convolutional Neural Networks for Pathological Image Analysis
Kazuki Uehara, Masahiro Murakawa, Hirokazu Nosato, Hidenori Sakanashi
![Responsive image](/icpr/media/video_thumbnails/11409.jpg)
Auto-TLDR; Explainable Diagnosis Using Convolutional Neural Networks for Pathological Image Analysis
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
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
Force Banner for the Recognition of Spatial Relations
Robin Deléarde, Camille Kurtz, Laurent Wendling, Philippe Dejean
![Responsive image](/icpr/media/video_thumbnails/11600.jpg)
Auto-TLDR; Spatial Relation Recognition using Force Banners
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
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
TAAN: Task-Aware Attention Network for Few-Shot Classification
![Responsive image](/icpr/media/video_thumbnails/11982.jpg)
Auto-TLDR; TAAN: Task-Aware Attention Network for Few-Shot Classification
Abstract Slides Poster Similar
Loop-closure detection by LiDAR scan re-identification
Jukka Peltomäki, Xingyang Ni, Jussi Puura, Joni-Kristian Kamarainen, Heikki Juhani Huttunen
![Responsive image](/icpr/media/video_thumbnails/11979.jpg)
Auto-TLDR; Loop-Closing Detection from LiDAR Scans Using Convolutional Neural Networks
Abstract Slides Poster Similar
Cross-View Relation Networks for Mammogram Mass Detection
Ma Jiechao, Xiang Li, Hongwei Li, Ruixuan Wang, Bjoern Menze, Wei-Shi Zheng
![Responsive image](/icpr/media/video_thumbnails/11921.jpg)
Auto-TLDR; Multi-view Modeling for Mass Detection in Mammogram
Abstract Slides Poster Similar
A Systematic Investigation on End-To-End Deep Recognition of Grocery Products in the Wild
Marco Leo, Pierluigi Carcagni, Cosimo Distante
![Responsive image](/icpr/media/video_thumbnails/11748.jpg)
Auto-TLDR; Automatic Recognition of Products on grocery shelf images using Convolutional Neural Networks
Abstract Slides Poster Similar
Large-Scale Historical Watermark Recognition: Dataset and a New Consistency-Based Approach
Xi Shen, Ilaria Pastrolin, Oumayma Bounou, Spyros Gidaris, Marc Smith, Olivier Poncet, Mathieu Aubry
![Responsive image](/icpr/media/video_thumbnails/11695.jpg)
Auto-TLDR; Historical Watermark Recognition with Fine-Grained Cross-Domain One-Shot Instance Recognition
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
Dealing with Scarce Labelled Data: Semi-Supervised Deep Learning with Mix Match for Covid-19 Detection Using Chest X-Ray Images
Saúl Calderón Ramirez, Raghvendra Giri, Shengxiang Yang, Armaghan Moemeni, Mario Umaña, David Elizondo, Jordina Torrents-Barrena, Miguel A. Molina-Cabello
![Responsive image](/icpr/media/video_thumbnails/11503.jpg)
Auto-TLDR; Semi-supervised Deep Learning for Covid-19 Detection using Chest X-rays
Abstract Slides Poster Similar
MTGAN: Mask and Texture-Driven Generative Adversarial Network for Lung Nodule Segmentation
Wei Chen, Qiuli Wang, Kun Wang, Dan Yang, Xiaohong Zhang, Chen Liu, Yucong Li
![Responsive image](/icpr/media/video_thumbnails/10961.jpg)
Auto-TLDR; Mask and Texture-driven Generative Adversarial Network for Lung Nodule Segmentation
Abstract Slides Poster Similar
Leveraging Unlabeled Data for Glioma Molecular Subtype and Survival Prediction
Nicholas Nuechterlein, Beibin Li, Mehmet Saygin Seyfioglu, Sachin Mehta, Patrick Cimino, Linda Shapiro
![Responsive image](/icpr/media/video_thumbnails/11737.jpg)
Auto-TLDR; Multimodal Brain Tumor Segmentation Using Unlabeled MR Data and Genomic Data for Cancer Prediction
Abstract Slides Poster Similar
The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications
Michele Cancilla, Laura Canalini, Federico Bolelli, Stefano Allegretti, Salvador Carrión, Roberto Paredes, Jon Ander Gómez, Simone Leo, Marco Enrico Piras, Luca Pireddu, Asaf Badouh, Santiago Marco-Sola, Lluc Alvarez, Miquel Moreto, Costantino Grana
![Responsive image](/icpr/media/video_thumbnails/12079.jpg)
Auto-TLDR; DeepHealth Toolkit: An Open Source Deep Learning Toolkit for Cloud Computing and HPC
Abstract Slides Poster Similar