Multi-Task Learning for Segmentation of Building Footprints with Deep
Neural Networks

Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks

18 September 2017

Papers citing "Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks"

12 / 12 papers shown

Title
An End-to-End Two-Phase Deep Learning-Based workflow to Segment Man-made Objects Around Reservoirs Nayereh Hamidishad R. M. C. Junior 8 1 0 07 Feb 2023
Body Segmentation Using Multi-task Learning Julijan Jug Ajda Lampe Vitomir Štruc Peter Peer 3DH 13 2 0 13 Dec 2022
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training Qingyu Li Yilei Shi Xiao Xiang Zhu 11 24 0 17 May 2022
Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images P. Jain Bianca Schoen-Phelan R. Ross 13 32 0 04 May 2022
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images Somrita Chattopadhyay A. Kak 18 4 0 10 Dec 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 82 61 0 27 Apr 2021
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation Suraj Mishra D. Z. Chen Sharon Hu 16 6 0 17 Apr 2021
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Ali Hatamizadeh SSeg 18 3 0 23 Jun 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF) Qingyu Li Yilei Shi Xin Huang Xiaoxiang Zhu 20 65 0 11 Feb 2020
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 31 666 0 16 Oct 2019
Cross-connected Networks for Multi-task Learning of Detection and Segmentation Seiichiro Fukuda Ryota Yoshihashi Rei Kawakami Shaodi You M. Iida T. Naemura 11 15 0 15 May 2018
TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation V. Iglovikov Alexey A. Shvets SSeg 6 606 0 17 Jan 2018