Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation	Miguel Monteiro, Mário A. T. Figueiredo, Arlindo L. Oliveira	2018	arxiv 1807.07464
Learning Propagation for Arbitrarily-structured Data	Sifei Liu, Xueting Li, Varun Jampani	2019	arxiv 1909.11237
Domain Adaptation for Structured Output via Discriminative Patch Representations	Yi-Hsuan Tsai, Kihyuk Sohn, Samuel Schulter	2019	arxiv 1901.05427
Segmenting the Future	Hsu-kuang Chiu, Ehsan Adeli, Juan Carlos Niebles	2019	arxiv 1904.10666
Pointwise Attention-Based Atrous Convolutional Neural Networks	Mobina Mahdavi, Fahimeh Fooladgar, Shohreh Kasaei	2019	arxiv 1912.12082
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction	Leila Saadatifard, Aryan Mobiny, Pavel Govyadinov	2020	arxiv 2002.01568
Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images	Kumar Abhishek, Ghassan Hamarneh, Mark S. Drew	2020	arxiv 2003.10111
Real-Time Panoptic Segmentation from Dense Detections	Rui Hou, Jie Li, Arjun Bhargava	2019	arxiv 1912.01202
Stillleben: Realistic Scene Synthesis for Deep Learning in Robotics	Max Schwarz, Sven Behnke	2020	arxiv 2005.05659
Can we cover navigational perception needs of the visually impaired by panoptic segmentation?	Wei Mao, Jiaming Zhang, Kailun Yang	2020	arxiv 2007.10202
Kiwifruit detection in challenging conditions	Mahla Nejati, Nicky Penhall, Henry Williams	2020	arxiv 2006.11729
Task-Adaptive Feature Transformer for Few-Shot Segmentation	Jun Seo, Young-Hyun Park, Sung-Whan Yoon	2020	arxiv 2010.11437
Multiscale Deep Equilibrium Models	Shaojie Bai, Vladlen Koltun, J. Zico Kolter	2020	arxiv 2006.08656
Exploring Temporal Information for Improved Video Understanding	Yi Zhu	2019	arxiv 1905.10654
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation	Weiyue Wang, Ronald Yu, Qiangui Huang	2017	arxiv 1711.08588
SLOAM: Semantic Lidar Odometry and Mapping for Forest Inventory	Steven W. Chen, Guilherme V. Nardari, Elijah S. Lee	2019	arxiv 1912.12726
Volume Preserving Image Segmentation with Entropic Regularization Optimal Transport and Its Applications in Deep Learning	Haifeng Li, Jun Liu, Li Cui	2019	arxiv 1909.09931
Semi-Supervised Semantic Image Segmentation with Self-correcting Networks	Mostafa S. Ibrahim, Arash Vahdat, Mani Ranjbar	2018	arxiv 1811.07073
Fast Point Transformer	Chunghyun Park, Yoonwoo Jeong, Minsu Cho	2021	arxiv 2112.04702
Panoptic 3D Scene Reconstruction From a Single RGB Image	Manuel Dahnert, Ji Hou, Matthias Nie\ssner	2021	arxiv 2111.02444

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