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$N^4$ -Fields: Neural Network Nearest Neighbor Fields for Image Transforms

25 June 2014

Papers citing "$ N^4 $-Fields: Neural Network Nearest Neighbor Fields for Image Transforms"

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Title
CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure Delineation Elyar Esmaeilzadeh Ehsan Garaaghaji Farzad Hallaji Azad Doruk Oner 90 0 0 01 Apr 2025
Training-free Quantum-Inspired Image Edge Extraction Method Arti Jain Pradeep Singh 136 0 0 31 Jan 2025
Layout2Rendering: AI-aided Greenspace design Ran Chen Zeke Lian Yueheng He Xiao Ling Fuyu Yang Xueqi Yao Xingjian Yi Jing Zhao 25 0 0 21 Apr 2024
Semantic Scene Segmentation for Robotics Juana Valeria Hurtado Abhinav Valada VLM SSeg 103 27 0 15 Jan 2024
DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection Yunfan Ye K. Xu Yuhang Huang Renjiao Yi Zhiping Cai 165 42 0 04 Jan 2024
Enforcing connectivity of 3D linear structures using their 2D projections Doruk Öner Hussein Osman Mateusz Koziñski Pascal Fua 59 6 0 14 Jul 2022
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning Dawei Dai Chunjie Wang Shuyin Xia Yingge Liu Guo-Zhen Wang 51 10 0 17 Mar 2022
Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate Doruk Öner Leonardo Citraro Mateusz Koziñski Pascal Fua 3DH 3DPC 55 2 0 06 Dec 2021
Dense Extreme Inception Network for Edge Detection Xavier Soria Poma A. Sappa Patricio Humanante A. Akbarinia 136 103 0 04 Dec 2021
Learning Crisp Boundaries Using Deep Refinement Network and Adaptive Weighting Loss Yijun Cao Chuan Lin Yongjie Li 71 39 0 02 Feb 2021
Learning-Based Algorithms for Vessel Tracking: A Review Dengqiang Jia Xiahai Zhuang 55 50 0 16 Dec 2020
Unmixing Convolutional Features for Crisp Edge Detection Linxi Huan Nan Xue Xianwei Zheng Wei He J. Gong Guisong Xia 101 71 0 19 Nov 2020
Unsupervised Abnormality Detection Using Heterogeneous Autonomous Systems Sayeed Shafayet Chowdhury Kazi Mejbaul Islam Rouhan Noor 24 1 0 05 Jun 2020
Dynamic Feature Integration for Simultaneous Detection of Salient Object, Edge and Skeleton Jiangjiang Liu Qibin Hou Ming-Ming Cheng ObjD 63 126 0 18 Apr 2020
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 130 193 0 21 Dec 2019
RED-NET: A Recursive Encoder-Decoder Network for Edge Detection Truc Le Yuyan Li Ye Duan 48 3 0 05 Dec 2019
Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection Xavier Soria Poma Edgar Riba A. Sappa 73 301 0 04 Sep 2019
Topology Maintained Structure Encoding Qing Fang 3DV 35 0 0 26 Jun 2019
Joint Segmentation and Path Classification of Curvilinear Structures Agata Mosinska Mateusz Koziñski Pascal Fua 150 29 0 09 May 2019
Object Contour and Edge Detection with RefineContourNet A. Kelm V. S. Rao U. Zölzer ObjD 49 40 0 30 Apr 2019
Retinal Vessels Segmentation Based on Dilated Multi-Scale Convolutional Neural Network Yun Jiang Ning Tan T. Peng Hai Zhang MedIm 16 71 0 11 Apr 2019
Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation Ruirui Li Mingming Li Jiacheng Li Yating Zhou 44 42 0 13 Mar 2019
Progressive Generative Adversarial Networks for Medical Image Super resolution Dwarikanath Mahapatra Behzad Bozorgtabar GAN MedIm 48 28 0 06 Feb 2019
Visualized Insights into the Optimization Landscape of Fully Convolutional Networks Jianjie Lu K. Tong 100 12 0 20 Jan 2019
SREdgeNet: Edge Enhanced Single Image Super Resolution using Dense Edge Detection Network and Feature Merge Network Kwanyoung Kim S. Chun SupR 51 12 0 18 Dec 2018
Tracing in 2D to Reduce the Annotation Effort for 3D Deep Delineation Mateusz Koziñski Agata Mosinska Mathieu Salzmann Pascal Fua MedIm 3DV 48 20 0 26 Nov 2018
Generative Adversarial Network for Medical Images (MI-GAN) Talha Iqbal Hazrat Ali GAN MedIm 69 198 0 01 Oct 2018
Deep Vessel Segmentation By Learning Graphical Connectivity Seung Yeon Shin Soochahn Lee I. Yun Kyoung Mu Lee 69 210 0 06 Jun 2018
Retinal Vessel Segmentation Based on Conditional Deep Convolutional Generative Adversarial Networks Yun Jiang Ning Tan MedIm GAN SSeg 26 6 0 11 May 2018
Semantic Edge Detection with Diverse Deep Supervision Yun-Hai Liu Ming-Ming Cheng Jiawang Bian Le Zhang Peng-Tao Jiang Yang Cao 72 101 0 09 Apr 2018
Three Birds One Stone: A General Architecture for Salient Object Segmentation, Edge Detection and Skeleton Extraction Qibin Hou Jiangjiang Liu Ming-Ming Cheng Ali Borji Philip Torr 74 9 0 27 Mar 2018
Beyond the Pixel-Wise Loss for Topology-Aware Delineation Agata Mosinska Pablo Márquez-Neila Mateusz Koziñski Pascal Fua 3DV 78 234 0 06 Dec 2017
Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution Dwarikanath Mahapatra Behzad Bozorgtabar MedIm GAN 62 40 0 13 Oct 2017
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection Zizhao Zhang Fuyong Xing H. Su Xiaoshuang Shi Ling Yang AAML 46 13 0 24 Aug 2017
Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning Gustav Larsson SSL VLM 46 5 0 19 Aug 2017
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks Jaemin Son S. Park Kyu-Hwan Jung GAN MedIm 65 158 0 28 Jun 2017
CASENet: Deep Category-Aware Semantic Edge Detection Zhiding Yu Chen Feng Ming-Yuan Liu Srikumar Ramalingam 91 268 0 27 May 2017
Learning to Refine Object Contours with a Top-Down Fully Convolutional Encoder-Decoder Network Yahui Liu Jian Yao Li Li Xiaohu Lu Jing Han 48 4 0 12 May 2017
Contour Detection from Deep Patch-level Boundary Prediction T. Chua Li Shen 15 5 0 09 May 2017
Deep-FExt: Deep Feature Extraction for Vessel Segmentation and Centerline Prediction Giles Tetteh Markus Rempfler Bjoern Menze C. Zimmer 45 14 0 12 Apr 2017
Boundary Flow: A Siamese Network that Predicts Boundary Motion without Training on Motion Peng Lei Fuxin Li S. Todorovic 3DPC 44 13 0 28 Feb 2017
Parsing Images of Overlapping Organisms with Deep Singling-Out Networks V. Yurchenko Victor Lempitsky 62 13 0 19 Dec 2016
Harmonic Networks: Deep Translation and Rotation Equivariance Daniel E. Worrall Stephan J. Garbin Daniyar Turmukhambetov Gabriel J. Brostow 134 711 0 14 Dec 2016
Richer Convolutional Features for Edge Detection Yun-Hai Liu Ming-Ming Cheng Xiaowei Hu Kai Wang X. Bai 103 1,030 0 07 Dec 2016
InstanceCut: from Edges to Instances with MultiCut Alexander Kirillov Evgeny Levinkov Bjoern Andres Bogdan Savchynskyy Carsten Rother SSeg 66 253 0 24 Nov 2016
Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards Suchet Bargoti J. Underwood 107 412 0 25 Oct 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 153 677 0 07 Sep 2016
Deep Retinal Image Understanding Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbeláez Luc Van Gool 127 508 0 05 Sep 2016
Convolutional Oriented Boundaries Kevis-Kokitsi Maninis Jordi Pont-Tuset Pablo Arbelaez Luc Van Gool 67 233 0 09 Aug 2016
Gland Instance Segmentation by Deep Multichannel Neural Networks Yan Xu Yongqian Li Mingyuan Liu Yipei Wang Yubo Fan M. Lai E. Chang MedIm 55 18 0 17 Jul 2016

N4 N^4 N4-Fields: Neural Network Nearest Neighbor Fields for Image Transforms

Papers citing "$ N^4 $-Fields: Neural Network Nearest Neighbor Fields for Image Transforms"

$N^4$ -Fields: Neural Network Nearest Neighbor Fields for Image Transforms