Attention Based Multi-Instance Thyroid Cytopathological Diagnosis with Multi-Scale Feature Fusion
Shuhao Qiu,
Yao Guo,
Chuang Zhu,
Wenli Zhou,
Huang Chen
![Responsive image](/icpr/media/video_thumbnails/11279.jpg)
Auto-TLDR; A weakly supervised multi-instance learning framework based on attention mechanism with multi-scale feature fusion for thyroid cytopathological diagnosis
Similar papers
DA-RefineNet: Dual-Inputs Attention RefineNet for Whole Slide Image Segmentation
Ziqiang Li, Rentuo Tao, Qianrun Wu, Bin Li
![Responsive image](/icpr/media/video_thumbnails/11077.jpg)
Auto-TLDR; DA-RefineNet: A dual-inputs attention network for whole slide image segmentation
Abstract Slides Poster Similar
Triplet-Path Dilated Network for Detection and Segmentation of General Pathological Images
Jiaqi Luo, Zhicheng Zhao, Fei Su, Limei Guo
![Responsive image](/icpr/media/video_thumbnails/11015.jpg)
Auto-TLDR; Triplet-path Network for One-Stage Object Detection and Segmentation in Pathological Images
CAggNet: Crossing Aggregation Network for Medical Image Segmentation
![Responsive image](/icpr/media/video_thumbnails/11054.jpg)
Auto-TLDR; Crossing Aggregation Network for Medical Image Segmentation
Abstract Slides Poster Similar
Sparse Network Inversion for Key Instance Detection in Multiple Instance Learning
Beomjo Shin, Junsu Cho, Hwanjo Yu, Seungjin Choi
![Responsive image](/icpr/media/video_thumbnails/11349.jpg)
Auto-TLDR; Improving Attention-based Deep Multiple Instance Learning for Key Instance Detection (KID)
Abstract Slides Poster Similar
Accurate Cell Segmentation in Digital Pathology Images Via Attention Enforced Networks
Zeyi Yao, Kaiqi Li, Guanhong Zhang, Yiwen Luo, Xiaoguang Zhou, Muyi Sun
![Responsive image](/icpr/media/video_thumbnails/11032.jpg)
Auto-TLDR; AENet: Attention Enforced Network for Automatic Cell Segmentation
Abstract Slides Poster Similar
SFPN: Semantic Feature Pyramid Network for Object Detection
![Responsive image](/icpr/media/video_thumbnails/10931.jpg)
Auto-TLDR; SFPN: Semantic Feature Pyramid Network to Address Information Dilution Issue in FPN
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
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
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
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
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
PSDNet: A Balanced Architecture of Accuracy and Parameters for Semantic Segmentation
![Responsive image](/icpr/media/video_thumbnails/10935.jpg)
Auto-TLDR; Pyramid Pooling Module with SE1Cblock and D2SUpsample Network (PSDNet)
Abstract Slides Poster Similar
Cascade Saliency Attention Network for Object Detection in Remote Sensing Images
Dayang Yu, Rong Zhang, Shan Qin
![Responsive image](/icpr/media/video_thumbnails/10856.jpg)
Auto-TLDR; Cascade Saliency Attention Network for Object Detection in Remote Sensing Images
Abstract Slides Poster Similar
Point In: Counting Trees with Weakly Supervised Segmentation Network
Pinmo Tong, Shuhui Bu, Pengcheng Han
![Responsive image](/icpr/media/video_thumbnails/12035.jpg)
Auto-TLDR; Weakly Tree counting using Deep Segmentation Network with Localization and Mask Prediction
Abstract Slides Poster Similar
Aggregating Object Features Based on Attention Weights for Fine-Grained Image Retrieval
Hongli Lin, Yongqi Song, Zixuan Zeng, Weisheng Wang
![Responsive image](/icpr/media/thumbnails/0877_FI.pdf.jpg)
Auto-TLDR; DSAW: Unsupervised Dual-selection for Fine-Grained Image Retrieval
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
DARN: Deep Attentive Refinement Network for Liver Tumor Segmentation from 3D CT Volume
Yao Zhang, Jiang Tian, Cheng Zhong, Yang Zhang, Zhongchao Shi, Zhiqiang He
![Responsive image](/icpr/media/video_thumbnails/11819.jpg)
Auto-TLDR; Deep Attentive Refinement Network for Liver Tumor Segmentation from 3D Computed Tomography Using Multi-Level Features
Abstract Slides Poster Similar
Semantic Segmentation of Breast Ultrasound Image with Pyramid Fuzzy Uncertainty Reduction and Direction Connectedness Feature
Kuan Huang, Yingtao Zhang, Heng-Da Cheng, Ping Xing, Boyu Zhang
![Responsive image](/icpr/media/video_thumbnails/11256.jpg)
Auto-TLDR; Uncertainty-Based Deep Learning for Breast Ultrasound Image Segmentation
Abstract Slides Poster Similar
Learning a Dynamic High-Resolution Network for Multi-Scale Pedestrian Detection
Mengyuan Ding, Shanshan Zhang, Jian Yang
![Responsive image](/icpr/media/video_thumbnails/11975.jpg)
Auto-TLDR; Learningable Dynamic HRNet for Pedestrian Detection
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
Attention Pyramid Module for Scene Recognition
Zhinan Qiao, Xiaohui Yuan, Chengyuan Zhuang, Abolfazl Meyarian
![Responsive image](/icpr/media/video_thumbnails/11784.jpg)
Auto-TLDR; Attention Pyramid Module for Multi-Scale Scene Recognition
Abstract Slides Poster Similar
UHRSNet: A Semantic Segmentation Network Specifically for Ultra-High-Resolution Images
![Responsive image](/icpr/media/video_thumbnails/12503.jpg)
Auto-TLDR; Ultra-High-Resolution Segmentation with Local and Global Feature Fusion
Object Detection Model Based on Scene-Level Region Proposal Self-Attention
Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma
![Responsive image](/icpr/media/video_thumbnails/10951.jpg)
Auto-TLDR; Exploiting Semantic Informations for Object Detection
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
Construction Worker Hardhat-Wearing Detection Based on an Improved BiFPN
Chenyang Zhang, Zhiqiang Tian, Jingyi Song, Yaoyue Zheng, Bo Xu
![Responsive image](/icpr/media/video_thumbnails/11917.jpg)
Auto-TLDR; A One-Stage Object Detection Method for Hardhat-Wearing in Construction Site
Abstract Slides Poster Similar
PRF-Ped: Multi-Scale Pedestrian Detector with Prior-Based Receptive Field
Yuzhi Tan, Hongxun Yao, Haoran Li, Xiusheng Lu, Haozhe Xie
![Responsive image](/icpr/media/video_thumbnails/11599.jpg)
Auto-TLDR; Bidirectional Feature Enhancement Module for Multi-Scale Pedestrian Detection
Abstract Slides Poster Similar
EDD-Net: An Efficient Defect Detection Network
Tianyu Guo, Linlin Zhang, Runwei Ding, Ge Yang
![Responsive image](/icpr/media/video_thumbnails/11953.jpg)
Auto-TLDR; EfficientNet: Efficient Network for Mobile Phone Surface defect Detection
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
A Novel Region of Interest Extraction Layer for Instance Segmentation
Leonardo Rossi, Akbar Karimi, Andrea Prati
![Responsive image](/icpr/media/video_thumbnails/11113.jpg)
Auto-TLDR; Generic RoI Extractor for Two-Stage Neural Network for Instance Segmentation
Abstract Slides Poster Similar
Multi-Scale Residual Pyramid Attention Network for Monocular Depth Estimation
Jing Liu, Xiaona Zhang, Zhaoxin Li, Tianlu Mao
![Responsive image](/icpr/media/video_thumbnails/11483.jpg)
Auto-TLDR; Multi-scale Residual Pyramid Attention Network for Monocular Depth Estimation
Abstract Slides Poster Similar
Global-Local Attention Network for Semantic Segmentation in Aerial Images
Minglong Li, Lianlei Shan, Weiqiang Wang
![Responsive image](/icpr/media/video_thumbnails/11555.jpg)
Auto-TLDR; GLANet: Global-Local Attention Network for Semantic Segmentation
Abstract Slides Poster Similar
Face Anti-Spoofing Using Spatial Pyramid Pooling
Lei Shi, Zhuo Zhou, Zhenhua Guo
![Responsive image](/icpr/media/video_thumbnails/11103.jpg)
Auto-TLDR; Spatial Pyramid Pooling for Face Anti-Spoofing
Abstract Slides Poster Similar
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting
Pongpisit Thanasutives, Ken-Ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
![Responsive image](/icpr/media/video_thumbnails/11134.jpg)
Auto-TLDR; M-SFANet and M-SegNet for Crowd Counting Using Multi-Scale Fusion Networks
Abstract Slides Poster Similar
Boundary-Aware Graph Convolution for Semantic Segmentation
Hanzhe Hu, Jinshi Cui, Jinshi Hongbin Zha
![Responsive image](/icpr/media/video_thumbnails/11065.jpg)
Auto-TLDR; Boundary-Aware Graph Convolution for Semantic Segmentation
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
PCANet: Pyramid Context-Aware Network for Retinal Vessel Segmentation
Yi Zhang, Yixuan Chen, Kai Zhang
![Responsive image](/icpr/media/video_thumbnails/11097.jpg)
Auto-TLDR; PCANet: Adaptive Context-Aware Network for Automated Retinal Vessel Segmentation
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
Vision-Based Layout Detection from Scientific Literature Using Recurrent Convolutional Neural Networks
![Responsive image](/icpr/media/video_thumbnails/11649.jpg)
Auto-TLDR; Transfer Learning for Scientific Literature Layout Detection Using Convolutional Neural Networks
Abstract Slides Poster Similar
Enhanced Feature Pyramid Network for Semantic Segmentation
Mucong Ye, Ouyang Jinpeng, Ge Chen, Jing Zhang, Xiaogang Yu
![Responsive image](/icpr/media/video_thumbnails/11238.jpg)
Auto-TLDR; EFPN: Enhanced Feature Pyramid Network for Semantic Segmentation
Abstract Slides Poster Similar
Convolutional STN for Weakly Supervised Object Localization
Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger
![Responsive image](/icpr/media/video_thumbnails/12114.jpg)
Auto-TLDR; Spatial Localization for Weakly Supervised Object Localization
Do Not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation
Zhou Zhao, Elodie Puybareau, Nicolas Boutry, Thierry Geraud
![Responsive image](/icpr/media/video_thumbnails/11774.jpg)
Auto-TLDR; Attention Full Convolutional Network for Atrial Segmentation using ResNet-101 Architecture
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
MRP-Net: A Light Multiple Region Perception Neural Network for Multi-Label AU Detection
Yang Tang, Shuang Chen, Honggang Zhang, Gang Wang, Rui Yang
![Responsive image](/icpr/media/video_thumbnails/11067.jpg)
Auto-TLDR; MRP-Net: A Fast and Light Neural Network for Facial Action Unit Detection
Abstract Slides Poster Similar
BG-Net: Boundary-Guided Network for Lung Segmentation on Clinical CT Images
Rui Xu, Yi Wang, Tiantian Liu, Xinchen Ye, Lin Lin, Yen-Wei Chen, Shoji Kido, Noriyuki Tomiyama
![Responsive image](/icpr/media/video_thumbnails/11938.jpg)
Auto-TLDR; Boundary-Guided Network for Lung Segmentation on CT Images
Abstract Slides Poster Similar
CT-UNet: An Improved Neural Network Based on U-Net for Building Segmentation in Remote Sensing Images
Huanran Ye, Sheng Liu, Kun Jin, Haohao Cheng
![Responsive image](/icpr/media/video_thumbnails/12531.jpg)
Auto-TLDR; Context-Transfer-UNet: A UNet-based Network for Building Segmentation in Remote Sensing Images
Abstract Slides Poster Similar
BiLuNet: A Multi-Path Network for Semantic Segmentation on X-Ray Images
Van Luan Tran, Huei-Yung Lin, Rachel Liu, Chun-Han Tseng, Chun-Han Tseng
![Responsive image](/icpr/media/thumbnails/2780_FI.pdf.jpg)
Auto-TLDR; BiLuNet: Multi-path Convolutional Neural Network for Semantic Segmentation of Lumbar vertebrae, sacrum,
Feature Embedding Based Text Instance Grouping for Largely Spaced and Occluded Text Detection
Pan Gao, Qi Wan, Renwu Gao, Linlin Shen
![Responsive image](/icpr/media/video_thumbnails/11049.jpg)
Auto-TLDR; Text Instance Embedding Based Feature Embeddings for Multiple Text Instance Grouping
Abstract Slides Poster Similar