Superhuman Accuracy on the SNEMI3D Connectomics Challenge

31 May 2017

Papers citing "Superhuman Accuracy on the SNEMI3D Connectomics Challenge"

41 / 91 papers shown

Title
Recurrent neural circuits for contour detection Drew Linsley Junkyung Kim A. Ashok Thomas Serre 88 45 0 29 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng Asoke K. Nandi SSeg OOD 115 579 0 28 Sep 2020
Microtubule Tracking in Electron Microscopy Volumes N. Eckstein Julia M. Buhmann Matthew Cook Jan Funke 31 6 0 17 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 197 80 0 17 Sep 2020
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks Alberto Bailoni Constantin Pape Steffen Wolf Anna Kreshuk Fred Hamprecht ISeg 77 7 0 10 Sep 2020
Global Voxel Transformer Networks for Augmented Microscopy Zhengyang Wang Yaochen Xie Shuiwang Ji ViT 37 34 0 05 Aug 2020
Seeing eye-to-eye? A comparison of object recognition performance in humans and deep convolutional neural networks under image manipulation Leonard E. van Dyck W. Gruber 63 3 0 13 Jul 2020
Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung Alexandr G. Rassadin MedIm 88 8 0 25 Jun 2020
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Dominik Muller Iñaki Soto Rey Frank Kramer 53 70 0 24 Jun 2020
Self-Supervised Feature Extraction for 3D Axon Segmentation Tzofi Klinghoffer Peter Morales Young-Gyun Park Nicholas Evans Kwanghun Chung L. Brattain 3DPC 59 16 0 20 Apr 2020
The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation Steffen Wolf Yu-yang Li Constantin Pape Alberto Bailoni Anna Kreshuk Fred Hamprecht 48 12 0 29 Dec 2019
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection Samuel W. Remedios Zihao Wu Camilo Bermudez Cailey I. Kerley Snehashis Roy Mayur B. Patel J. Butman Bennett A. Landman Dzung L. Pham 47 8 0 13 Nov 2019
Assisting human experts in the interpretation of their visual process: A case study on assessing copper surface adhesive potency T. Hascoet Xuejiao Deng Daniela Mihai Mari Sugiyama Yuji Adachi Sachiko Nakamura Jonathon S. Hare Tomoko Hayashi T. Takiguchi 15 1 0 24 Oct 2019
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Dominik Muller Frank Kramer 51 120 0 21 Oct 2019
Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction Kisuk Lee R. Lu Kyle L. Luther H. S. Seung 3DV 68 23 0 21 Sep 2019
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation Alberto Bailoni Constantin Pape Nathan Hütsch Steffen Wolf T. Beier Anna Kreshuk Fred Hamprecht 72 12 0 27 Jun 2019
Disentangling neural mechanisms for perceptual grouping Junkyung Kim Drew Linsley Kalpit C. Thakkar Thomas Serre OCL 115 54 0 04 Jun 2019
A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities Simon A. A. Kohl Bernardino Romera-Paredes Klaus H. Maier-Hein Danilo Jimenez Rezende S. M. Ali Eslami Pushmeet Kohli Andrew Zisserman Olaf Ronneberger BDL 84 88 0 30 May 2019
HadaNets: Flexible Quantization Strategies for Neural Networks Yash Akhauri MQ 38 7 0 26 May 2019
Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts Constantin Pape A. Matskevych A. Wolny Julian Hennies Giulia Mizzon Marion Louveaux J. Musser A. Maizel D. Arendt Anna Kreshuk 75 20 0 25 May 2019
End-to-End Learned Random Walker for Seeded Image Segmentation Lorenzo Cerrone Alexander Zeilmann Fred Hamprecht 73 20 0 22 May 2019
Boundary Learning by Using Weighted Propagation in Convolution Network Boyuan Ma Chuni Liu Xiaoyan Wei Hao Wang Boyuan Ma Haiyou Huang Weihua Xue Yu Guo 24 16 0 22 May 2019
Scaling Distributed Training of Flood-Filling Networks on HPC Infrastructure for Brain Mapping Wu Dong Murat Keçeli Rafael Vescovi Hanyu Li Corey Adams ... T. Uram V. Vishwanath N. Ferrier B. Kasthuri P. Littlewood FedML AI4CE 40 9 0 13 May 2019
Convolutional nets for reconstructing neural circuits from brain images acquired by serial section electron microscopy Kisuk Lee N. Turner T. Macrina Jingpeng Wu R. Lu H. S. Seung 54 52 0 29 Apr 2019
The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning Steffen Wolf Alberto Bailoni Constantin Pape Nasim Rahaman Anna Kreshuk Ullrich Kothe Fred Hamprecht 80 8 0 25 Apr 2019
Chunkflow: Distributed Hybrid Cloud Processing of Large 3D Images by Convolutional Nets Jingpeng Wu W. Silversmith Kisuk Lee H. S. Seung 3DPC 44 12 0 23 Apr 2019
Synaptic Partner Assignment Using Attentional Voxel Association Networks N. Turner Kisuk Lee R. Lu Jingpeng Wu Dodam Ih H. S. Seung 51 33 0 22 Apr 2019
PZnet: Efficient 3D ConvNet Inference on Manycore CPUs S. Popovych Davit Buniatyan A. Zlateski Kai Li H. S. Seung 35 8 0 18 Mar 2019
Reconstructing neuronal anatomy from whole-brain images James Gornet K. Venkataraju Arun Narasimhan N. Turner Kisuk Lee H. S. Seung P. Osten U. Sümbül 18 12 0 17 Mar 2019
Learning Metric Graphs for Neuron Segmentation In Electron Microscopy Images Kyle L. Luther Sebastian Seung 52 9 0 31 Jan 2019
Fast Mitochondria Detection for Connectomics Vincent Casser Kai Kang Hanspeter Pfister D. Haehn 50 15 0 14 Dec 2018
Non-local U-Net for Biomedical Image Segmentation Zhengyang Wang Na Zou Dinggang Shen Shuiwang Ji SSeg 25 6 0 10 Dec 2018
Cross-Classification Clustering: An Efficient Multi-Object Tracking Technique for 3-D Instance Segmentation in Connectomics Yaron Meirovitch Lu Mi Hayk Saribekyan A. Matveev David Rolnick Nir Shavit 70 39 0 04 Dec 2018
Robust neural circuit reconstruction from serial electron microscopy with convolutional recurrent networks Drew Linsley Junkyung Kim D. Berson Thomas Serre 3DV 116 17 0 28 Nov 2018
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding Felix Gonda D. Wei T. Parag Hanspeter Pfister 3DPC 47 20 0 11 Sep 2018
Improving Electron Micrograph Signal-to-Noise with an Atrous Convolutional Encoder-Decoder Jeffrey M. Ede 35 1 0 30 Jul 2018
Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets T. Parag Daniel R. Berger L. Kamentsky B. Staffler D. Wei M. Helmstaedter J. Lichtman Hanspeter Pfister 52 11 0 08 Jul 2018
Synaptic Cleft Segmentation in Non-Isotropic Volume Electron Microscopy of the Complete Drosophila Brain Larissa Heinrich Jan Funke Constantin Pape Juan Nunez-Iglesias S. Saalfeld 3DV 60 84 0 07 May 2018
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes Siqi Liu Daguang Xu S. Kevin Zhou T. Mertelmeier Julia Wicklein A. Jerebko Sasa Grbic Olivier Pauly Weidong (Tom) Cai Dorin Comaniciu MedIm 73 146 0 23 Nov 2017
RADNET: Radiologist Level Accuracy using Deep Learning for HEMORRHAGE detection in CT Scans Monika Grewal Muktabh Mayank Srivastava Pulkit Kumar Srikrishna Varadarajan MedIm 87 197 0 13 Oct 2017
An Error Detection and Correction Framework for Connectomics J. Zung Ignacio Tartavull Kisuk Lee H. S. Seung 3DV 71 44 0 08 Aug 2017