Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Learning to Segment Medical Images with Scribble-Supervision Alone	Yigit B. Can, Krishna Chaitanya, Basil Mustafa	2018	arxiv 1807.04668
A Dataset for Lane Instance Segmentation in Urban Environments	Brook Roberts, Sebastian Kaltwang, Sina Samangooei	2018	arxiv 1807.01347
Patch Correspondences for Interpreting Pixel-level CNNs	Victor Fragoso, Chunhui Liu, Aayush Bansal	2017	arxiv 1711.10683
Counting the uncountable: deep semantic density estimation from Space	Andres C. Rodriguez, Jan D. Wegner	2018	arxiv 1809.07091
Towards Continuous Domain adaptation for Healthcare	Rahul Venkataramani, Hariharan Ravishankar, Saihareesh Anamandra	2018	arxiv 1812.01281
PatchFCN for Intracranial Hemorrhage Detection	Weicheng Kuo, Christian Häne, Esther Yuh	2018	arxiv 1806.03265
Bold Hearts Team Description for RoboCup 2019 (Humanoid Kid Size League)	Marcus M. Scheunemann, Sander G. van Dijk, Rebecca Miko	2019	arxiv 1904.10066
Grounded Human-Object Interaction Hotspots from Video (Extended Abstract)	Tushar Nagarajan, Christoph Feichtenhofer, Kristen Grauman	2019	arxiv 1906.01963
PyramNet: Point Cloud Pyramid Attention Network and Graph Embedding Module for Classification and Segmentation	Kang Zhiheng, Li Ning	2019	arxiv 1906.03299
Learnable Bernoulli Dropout for Bayesian Deep Learning	Shahin Boluki, Randy Ardywibowo, Siamak Zamani Dadaneh	2020	arxiv 2002.05155
Multi-view shape estimation of transparent containers	Alessio Xompero, Ricardo Sanchez-Matilla, Apostolos Modas	2019	arxiv 1911.12354
Scalable Uncertainty for Computer Vision with Functional Variational Inference	Eduardo D C Carvalho, Ronald Clark, Andrea Nicastro	2020	arxiv 2003.03396
Pixel Consensus Voting for Panoptic Segmentation	Haochen Wang, Ruotian Luo, Michael Maire	2020	arxiv 2004.01849
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes	Liang Liao, Jing Xiao, Zheng Wang	2020	arxiv 2003.06877
CrackGAN: Pavement Crack Detection Using Partially Accurate Ground Truths Based on Generative Adversarial Learning	Kaige Zhang, Yingtao Zhang, Heng-Da Cheng	2019	arxiv 1909.08216
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching	Xuhua Huang, Jiarui Xu, Yu-Wing Tai	2020	arxiv 2007.05687
Invisible Marker: Automatic Annotation of Segmentation Masks for Object Manipulation	Kuniyuki Takahashi, Kenta Yonekura	2019	arxiv 1909.12493
Robust Vision Challenge 2020 -- 1st Place Report for Panoptic Segmentation	Rohit Mohan, Abhinav Valada	2020	arxiv 2008.10112
Fine-grained Synthesis of Unrestricted Adversarial Examples	Omid Poursaeed, Tianxing Jiang, Yordanos Goshu	2019	arxiv 1911.09058
Efficient embedding network for 3D brain tumor segmentation	Hicham Messaoudi, Ahror Belaid, Mohamed Lamine Allaoui	2020	arxiv 2011.11052

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