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"

15 / 15 papers shown

Title
TPE-Net: Track Point Extraction and Association Network for Rail Path Proposal Generation Jungwon Kang Mohammadjavad Ghorbanalivakili Gunho Sohn David Beach Veronica Marin 13 3 0 11 Feb 2023
An End-to-End Two-Phase Deep Learning-Based workflow to Segment Man-made Objects Around Reservoirs Nayereh Hamidishad R. M. C. Junior 27 1 0 07 Feb 2023
Body Segmentation Using Multi-task Learning Julijan Jug Ajda Lampe Vitomir Štruc Peter Peer 3DH 18 2 0 13 Dec 2022
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training Qingyu Li Yilei Shi Xiao Xiang Zhu 18 24 0 17 May 2022
Self-Supervised Learning for Invariant Representations from Multi-Spectral and SAR Images P. Jain Bianca Schoen-Phelan R. Ross 27 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 89 61 0 27 Apr 2021
Objective-Dependent Uncertainty Driven Retinal Vessel Segmentation Suraj Mishra Danny Chen Sharon Hu 24 6 0 17 Apr 2021
Learning Boost by Exploiting the Auxiliary Task in Multi-task Domain Jonghwa Yim Sang Hwan Kim 21 2 0 05 Aug 2020
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Ali Hatamizadeh SSeg 29 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 38 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 36 667 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 16 15 0 15 May 2018
TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation V. Iglovikov Alexey A. Shvets SSeg 14 606 0 17 Jan 2018
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification P. Helber B. Bischke Andreas Dengel Damian Borth 22 1,732 0 31 Aug 2017