Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection

5 December 2016

Konrad Schindler

Mihai Datcu

Papers citing "Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection"

25 / 25 papers shown

Title
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images Wei Long Yongjun Zhang Zhongwei Cui Yujie Xu Xuexue Zhang 77 11 0 14 Jan 2025
SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints Xianping Ma Qianqian Wu Xingyu Zhao Xiaokang Zhang Man-On Pun Bo Huang 36 43 0 05 Dec 2023
SBSS: Stacking-Based Semantic Segmentation Framework for Very High Resolution Remote Sensing Image Yuanzhi Cai Lei Fan Yuan-Sheng Fang 11 17 0 15 Dec 2022
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Bo-Wen Zhang Tao Chen Bin Wang 19 48 0 03 Mar 2022
Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networks Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 33 14 0 06 Nov 2021
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Libo Wang Rui Li Ce Zhang Shenghui Fang Chenxi Duan Xiaoliang Meng P. M. Atkinson ViT 38 624 0 18 Sep 2021
Weighted Intersection over Union (wIoU) for Evaluating Image Segmentation Yeong-Jun Cho 25 17 0 21 Jul 2021
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images L. Ding Dong Lin Shaofu Lin Jing Zhang Xiaojie Cui Yuebin Wang H. Tang Lorenzo Bruzzone ViT 23 97 0 29 Jun 2021
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks Yuansheng Hua Lichao Mou Jianzhe Lin Konrad Heidler Xiaoxiang Zhu 36 19 0 22 Apr 2021
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline Konrad Heidler Lichao Mou C. Baumhoer A. Dietz Xiaoxiang Zhu 31 111 0 02 Mar 2021
Convolutional Recurrent Network for Road Boundary Extraction Justin Liang N. Homayounfar Wei-Chiu Ma Shenlong Wang R. Urtasun 119 73 0 21 Dec 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 28 10 0 03 Sep 2020
Vehicle Detection of Multi-source Remote Sensing Data Using Active Fine-tuning Network Xin Wu Wei Li Danfeng Hong Jiaojiao Tian R. Tao Q. Du 13 53 0 16 Jul 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF) Qingyu Li Yilei Shi Xin Huang Xiaoxiang Zhu 25 65 0 11 Feb 2020
Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 16 14 0 30 Aug 2019
Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution Shivangi Srivastava John E. Vargas-Muñoz D. Tuia 17 137 0 05 May 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 22 1,276 0 01 Apr 2019
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 51 382 0 04 Dec 2018
Topological Map Extraction from Overhead Images Zuoyue Li Jan Dirk Wegner Aurélien Lucchi 26 155 0 04 Dec 2018
Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification Yuansheng Hua Lichao Mou Xiaoxiang Zhu 13 145 0 30 Jul 2018
Tiling and Stitching Segmentation Output for Remote Sensing: Basic Challenges and Recommendations Bohao Huang Daniel Reichman L. Collins Kyle Bradbury Jordan M. Malof 22 44 0 30 May 2018
Look at Boundary: A Boundary-Aware Face Alignment Algorithm Wayne Wu Chao Qian Shuo Yang Quan Wang Yici Cai Qiang-feng Zhou CVBM 3DV 28 437 0 26 May 2018
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks Keiller Nogueira M. Dalla Mura Jocelyn Chanussot William R. Schwartz J. A. dos Santos SSeg 15 132 0 11 Apr 2018
Joint Learning from Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 24 105 0 17 May 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015