Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Learning Instance Occlusion for Panoptic Segmentation	Justin Lazarow, Kwonjoon Lee, Kunyu Shi	2019	arxiv 1906.05896
Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints	Long Chen, Martin Strauch, Dorit Merhof	2020	arxiv 2004.09821
ISINet: An Instance-Based Approach for Surgical Instrument Segmentation	Cristina González, Laura Bravo-Sánchez, Pablo Arbelaez (1) __INSTITUTION_3__ Center for Research	2020	arxiv 2007.05533
Meta-DRN: Meta-Learning for 1-Shot Image Segmentation	Atmadeep Banerjee	2020	arxiv 2008.00247
Region Growing with Convolutional Neural Networks for Biomedical Image Segmentation	John Lagergren, Erica Rutter, Kevin Flores	2020	arxiv 2009.11717
River Ice Segmentation with Deep Learning	Abhineet Singh, Hayden Kalke, Mark Loewen	2019	arxiv 1901.04412
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS	Chien-Hsiang Huang, Hung-Yu Wu, Youn-Long Lin	2021	arxiv 2101.07172
Fully Convolutional Neural Networks for Raw Eye Tracking Data Segmentation, Generation, and Reconstruction	Wolfgang Fuhl, Yao Rong, Enkelejda Kasneci	2020	arxiv 2002.10905
Bag of Tricks for Image Classification with Convolutional Neural Networks	Tong He, Zhi Zhang, Hang Zhang	2018	arxiv 1812.01187
The Devil is in the Decoder: Classification, Regression and GANs	Zbigniew Wojna, Vittorio Ferrari, Sergio Guadarrama	2017	arxiv 1707.05847
GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment	Xin Ye, Zhe Lin, Joon-Young Lee	2018	arxiv 1809.08287
Semantic White Balance: Semantic Color Constancy Using Convolutional Neural Network	Mahmoud Afifi	2018	arxiv 1802.00153
U4D: Unsupervised 4D Dynamic Scene Understanding	Armin Mustafa, Chris Russell, Adrian Hilton	2019	arxiv 1907.09905
Deformable Filter Convolution for Point Cloud Reasoning	Yuwen Xiong, Mengye Ren, Renjie Liao	2019	arxiv 1907.13079
A Multimodal Vision Sensor for Autonomous Driving	Dongming Sun, Xiao Huang, Kailun Yang	2019	arxiv 1908.05649
Real-time 3-D Mapping with Estimating Acoustic Materials	Taeyoung Kim, Youngsun Kwon, Sung-eui Yoon	2019	arxiv 1909.06998
Biomedical Image Segmentation by Retina-like Sequential Attention Mechanism Using Only A Few Training Images	Shohei Hayashi, Bisser Raytchev, Toru Tamaki	2019	arxiv 1909.12612
SolarNet: A Deep Learning Framework to Map Solar Power Plants In China From Satellite Imagery	Xin Hou, Biao Wang, Wanqi Hu	2019	arxiv 1912.03685
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency	Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang	2020	arxiv 2001.03182
The GIST and RIST of Iterative Self-Training for Semi-Supervised Segmentation	Eu Wern Teh, Terrance DeVries, Brendan Duke	2021	arxiv 2103.17105

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