Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection	Dayan Guan, Yanpeng Cao, Jun Liang	2018	arxiv 1802.09972
Deep learning and its application to medical image segmentation	Holger R. Roth, Chen Shen, Hirohisa Oda	2018	arxiv 1803.08691
Learning Pixel-wise Labeling from the Internet without Human Interaction	Yun Liu, Yujun Shi, JiaWang Bian	2018	arxiv 1805.07548
Pixelated Semantic Colorization	Jiaojiao Zhao, Jungong Han, Ling Shao	2019	arxiv 1901.10889
Building Change Detection for Remote Sensing Images Using a Dual Task Constrained Deep Siamese Convolutional Network Model	Yi Liu, Chao Pang, Zongqian Zhan	2019	arxiv 1909.07726
Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions	Kashyap Chitta, Jose M. Alvarez, Martial Hebert	2019	arxiv 1907.11821
PointRend: Image Segmentation as Rendering	Alexander Kirillov, Yuxin Wu, Kaiming He	2019	arxiv 1912.08193
Deep High-Resolution Representation Learning for Visual Recognition	Jingdong Wang, Ke Sun, Tianheng Cheng	2019	arxiv 1908.07919
Phase Consistent Ecological Domain Adaptation	Yanchao Yang, Dong Lao, Ganesh Sundaramoorthi	2020	arxiv 2004.04923
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks	Iñigo Azqueta-Gavaldon, Florian Fröhlich, Klaus Strobl	2020	arxiv 2006.03486
A Survey on Instance Segmentation: State of the art	Abdul Mueed Hafiz, Ghulam Mohiuddin Bhat	2020	arxiv 2007.00047
Split-Merge Pooling	Omid Hosseini Jafari, Carsten Rother	2020	arxiv 2006.07742
Learning High-Resolution Domain-Specific Representations with a GAN Generator	Danil Galeev, Konstantin Sofiiuk, Danila Rukhovich	2020	arxiv 2006.10451
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization	Jingang Tan, Lili Chen, Kangru Wang	2020	arxiv 2006.15015
Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation	Yang He, Shadi Rahimian, Bernt Schiele	2019	arxiv 1912.09685
Atlas: End-to-End 3D Scene Reconstruction from Posed Images	Zak Murez, Tarrence van As, James Bartolozzi	2020	arxiv 2003.10432
CAggNet: Crossing Aggregation Network for Medical Image Segmentation	Xu Cao, Yanghao Lin	2020	arxiv 2004.08237
Multi-Loss Weighting with Coefficient of Variations	Rick Groenendijk, Sezer Karaoglu, Theo Gevers	2020	arxiv 2009.01717
Dynamic Filtering with Large Sampling Field for ConvNets	Jialin Wu, Dai Li, Yu Yang	2018	arxiv 1803.07624
Learning with Hierarchical Complement Objective	Hao-Yun Chen, Li-Huang Tsai, Shih-Chieh Chang	2019	arxiv 1911.07257

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