Methods › Computer Vision › Semantic Segmentation Models › FCN › Papers, page 3
Fully Convolutional Network
FCN
Papers archive 2025-07-28
archive papers tagged: 285 · with a code link: 97 · where Syntology ran a sample: 17 (15 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (17 of 285 tagged: 15 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Page 3 of 3: papers 201 to 285 of 285, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains 12 Aug 2018 · 1 repository · arXiv:1808.04022
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Ensemble of Multi-sized FCNs to Improve White Matter Lesion Segmentation 24 Jul 2018 · 0 repositories · arXiv:1807.09298
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Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation 23 Jul 2018 · 0 repositories · arXiv:1807.08392
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Region Convolutional Features for Multi-Label Remote Sensing Image Retrieval 23 Jul 2018 · 0 repositories · arXiv:1807.08634
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Sem-GAN: Semantically-Consistent Image-to-Image Translation 12 Jul 2018 · 1 repository · arXiv:1807.04409
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Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks 10 Jul 2018 · 0 repositories · arXiv:1807.03770
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A Pulmonary Nodule Detection Model Based on Progressive Resolution and Hierarchical Saliency 2 Jul 2018 · 0 repositories · arXiv:1807.00598
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Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation 22 Jun 2018 · 0 repositories · arXiv:1806.08722
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Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation 21 Jun 2018 · 0 repositories · arXiv:1806.08437
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IVUS-Net: An Intravascular Ultrasound Segmentation Network 10 Jun 2018 · 1 repository · arXiv:1806.03583
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3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation 8 Jun 2018 · 0 repositories · arXiv:1806.03019
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PatchFCN for Intracranial Hemorrhage Detection 8 Jun 2018 · 0 repositories · arXiv:1806.03265
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Conditional Generative Adversarial Network for Structured Domain Adaptation 1 Jun 2018 · 0 repositories
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Dynamic Feature Learning for Partial Face Recognition 1 Jun 2018 · 0 repositories
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Flow Guided Recurrent Neural Encoder for Video Salient Object Detection 1 Jun 2018 · 0 repositories
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Knowledge-based Fully Convolutional Network and Its Application in Segmentation of Lung CT Images 22 May 2018 · 0 repositories · arXiv:1805.08492
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Moiré Photo Restoration Using Multiresolution Convolutional Neural Networks 8 May 2018 · 1 repository · arXiv:1805.02996
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RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of High Resolution Remote Sensing Images 5 May 2018 · 0 repositories · arXiv:1805.02091
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Lidar Cloud Detection with Fully Convolutional Networks 2 May 2018 · 0 repositories · arXiv:1805.00928
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Beyond Trade-off: Accelerate FCN-based Face Detector with Higher Accuracy 14 Apr 2018 · 0 repositories · arXiv:1804.05197
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Context Encoding for Semantic Segmentation 23 Mar 2018 · 12 repositories · arXiv:1803.08904Syntology community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 7 pointer-only (licence)
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Weakly Supervised Object Localization on grocery shelves using simple FCN and Synthetic Dataset 19 Mar 2018 · 0 repositories · arXiv:1803.06813
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White matter hyperintensity segmentation from T1 and FLAIR images using fully convolutional neural networks enhanced with residual connections 19 Mar 2018 · 0 repositories · arXiv:1803.06782
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An application of cascaded 3D fully convolutional networks for medical image segmentation 14 Mar 2018 · 1 repository · arXiv:1803.05431
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Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers 16 Jan 2018 · 0 repositories · arXiv:1801.05173
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Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-Free Approach 3 Jan 2018 · 1 repository · arXiv:1801.00881
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SFCN-OPI: Detection and Fine-grained Classification of Nuclei Using Sibling FCN with Objectness Prior Interaction 22 Dec 2017 · 0 repositories · arXiv:1712.08297
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Fully Automatic Segmentation of Lumbar Vertebrae from CT Images using Cascaded 3D Fully Convolutional Networks 5 Dec 2017 · 0 repositories · arXiv:1712.01509
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Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks 17 Nov 2017 · 0 repositories · arXiv:1711.06439
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Automated cardiovascular magnetic resonance image analysis with fully convolutional networks 25 Oct 2017 · 1 repository · arXiv:1710.09289
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Adversarial Deep Structured Nets for Mass Segmentation from Mammograms 24 Oct 2017 · 1 repository · arXiv:1710.09288
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Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network 15 Oct 2017 · 0 repositories · arXiv:1710.05379
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Cystoid macular edema segmentation of Optical Coherence Tomography images using fully convolutional neural networks and fully connected CRFs 15 Sep 2017 · 0 repositories · arXiv:1709.05324
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End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks 12 Sep 2017 · 0 repositories · arXiv:1709.03658
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One-Shot Learning for Semantic Segmentation 11 Sep 2017 · 8 repositories · arXiv:1709.03410
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UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model 11 Sep 2017 · 0 repositories · arXiv:1709.03450
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Segmentation and Classification of Cine-MR Images Using Fully Convolutional Networks and Handcrafted Features 8 Sep 2017 · 0 repositories · arXiv:1709.02565
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Image Splicing Localization Using A Multi-Task Fully Convolutional Network (MFCN) 6 Sep 2017 · 1 repository · arXiv:1709.02016
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Gaussian Filter in CRF Based Semantic Segmentation 2 Sep 2017 · 0 repositories · arXiv:1709.00516
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Single Shot Text Detector with Regional Attention 1 Sep 2017 · 1 repository · arXiv:1709.00138
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Document Image Binarization with Fully Convolutional Neural Networks 10 Aug 2017 · 0 repositories · arXiv:1708.03276
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Joint Multi-Person Pose Estimation and Semantic Part Segmentation 10 Aug 2017 · 0 repositories · arXiv:1708.03383
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PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN 7 Aug 2017 · 0 repositories · arXiv:1708.01956
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Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation 6 Aug 2017 · 0 repositories · arXiv:1708.01928
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FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras 29 Jul 2017 · 1 repository · arXiv:1707.09476
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Deep Interactive Region Segmentation and Captioning 26 Jul 2017 · 0 repositories · arXiv:1707.08364
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Beyond Forward Shortcuts: Fully Convolutional Master-Slave Networks (MSNets) with Backward Skip Connections for Semantic Segmentation 18 Jul 2017 · 0 repositories · arXiv:1707.05537
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Neuron Segmentation Using Deep Complete Bipartite Networks 31 May 2017 · 0 repositories · arXiv:1705.11053
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A deep level set method for image segmentation 17 May 2017 · 0 repositories · arXiv:1705.06260
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Efficient and Scalable View Generation from a Single Image using Fully Convolutional Networks 10 May 2017 · 0 repositories · arXiv:1705.03737
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Multimodal MRI brain tumor segmentation using random forests with features learned from fully convolutional neural network 26 Apr 2017 · 0 repositories · arXiv:1704.08134
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Hierarchical 3D fully convolutional networks for multi-organ segmentation 21 Apr 2017 · 1 repository · arXiv:1704.06382
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FastVentricle: Cardiac Segmentation with ENet 13 Apr 2017 · 0 repositories · arXiv:1704.04296
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Understanding Traffic Density from Large-Scale Web Camera Data 17 Mar 2017 · 1 repository · arXiv:1703.05868
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Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project 15 Mar 2017 · 0 repositories · arXiv:1703.04967
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Fast LIDAR-based Road Detection Using Fully Convolutional Neural Networks 10 Mar 2017 · 0 repositories · arXiv:1703.03613
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Raw Waveform-based Speech Enhancement by Fully Convolutional Networks 7 Mar 2017 · 0 repositories · arXiv:1703.02205
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Looking at Outfit to Parse Clothing 4 Mar 2017 · 9 repositories · arXiv:1703.01386
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3D Shape Segmentation via Shape Fully Convolutional Networks 28 Feb 2017 · 0 repositories · arXiv:1702.08675
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Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks 20 Feb 2017 · 4 repositories · arXiv:1702.05970
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Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation 16 Feb 2017 · 0 repositories · arXiv:1702.05174
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Deep Learning for ECG Classification 1 Jan 2017 · 2 repositories
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Automatic labeling of molecular biomarkers of whole slide immunohistochemistry images using fully convolutional networks 30 Dec 2016 · 0 repositories · arXiv:1612.09420
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Globally Optimal Object Tracking with Fully Convolutional Networks 25 Dec 2016 · 0 repositories · arXiv:1612.08274
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Adversarial Deep Structural Networks for Mammographic Mass Segmentation 18 Dec 2016 · 1 repository · arXiv:1612.05970
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3D Shape Segmentation with Projective Convolutional Networks 8 Dec 2016 · 1 repository · arXiv:1612.02808
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From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur 8 Dec 2016 · 0 repositories · arXiv:1612.02583
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Pyramid Scene Parsing Network 4 Dec 2016 · 67 repositories · arXiv:1612.01105Syntology community repositories only · 21 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 7 where Syntology's instrument failed) · 8 unverified (of 29 harvested samples) · 5 pointer-only (licence)
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Training Bit Fully Convolutional Network for Fast Semantic Segmentation 1 Dec 2016 · 0 repositories · arXiv:1612.00212
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Improving Fully Convolution Network for Semantic Segmentation 28 Nov 2016 · 0 repositories · arXiv:1611.08986
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Deeply supervised salient object detection with short connections 15 Nov 2016 · 4 repositories · arXiv:1611.04849Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Can fully convolutional networks perform well for general image restoration problems? 14 Nov 2016 · 0 repositories · arXiv:1611.04481
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Chinese/English mixed Character Segmentation as Semantic Segmentation 7 Nov 2016 · 0 repositories · arXiv:1611.01982
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Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields 7 Oct 2016 · 3 repositories · arXiv:1610.02177
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PCA-aided Fully Convolutional Networks for Semantic Segmentation of Multi-channel fMRI 6 Oct 2016 · 0 repositories · arXiv:1610.01732
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On the usability of deep networks for object-based image analysis 22 Sep 2016 · 0 repositories · arXiv:1609.06845
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A Multi-Scale Cascade Fully Convolutional Network Face Detector 12 Sep 2016 · 0 repositories · arXiv:1609.03536
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Deep-Anomaly: Fully Convolutional Neural Network for Fast Anomaly Detection in Crowded Scenes 3 Sep 2016 · 0 repositories · arXiv:1609.00866
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The Importance of Skip Connections in Biomedical Image Segmentation 14 Aug 2016 · 1 repository · arXiv:1608.04117
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A Coarse-to-Fine Indoor Layout Estimation (CFILE) Method 3 Jul 2016 · 1 repository · arXiv:1607.00598
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Fully Convolutional Networks for Dense Semantic Labelling of High-Resolution Aerial Imagery 8 Jun 2016 · 0 repositories · arXiv:1606.02585
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Recurrent Fully Convolutional Networks for Video Segmentation 1 Jun 2016 · 0 repositories · arXiv:1606.00487
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Convolutional Random Walk Networks for Semantic Image Segmentation 24 May 2016 · 0 repositories · arXiv:1605.07681
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Fully Convolutional Networks for Semantic Segmentation 20 May 2016 · 37 repositories · arXiv:1605.06211
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Conditional Random Fields as Recurrent Neural Networks 11 Feb 2015 · 6 repositories · arXiv:1502.03240Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 2 pointer-only (licence)