Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Segmenting Ships in Satellite Imagery With Squeeze and Excitation U-Net	Venkatesh R, Anand Metha	2019	arxiv 1910.12206
ConvPoint: Continuous Convolutions for Point Cloud Processing	Alexandre Boulch	2019	arxiv 1904.02375
Enhancing Generic Segmentation with Learned Region Representations	Or Isaacs, Oran Shayer, Michael Lindenbaum	2019	arxiv 1911.08564
Very high resolution Airborne PolSAR Image Classification using Convolutional Neural Networks	Minh-Tan Pham, Sébastien Lefèvre	2019	arxiv 1910.14578
FKAConv: Feature-Kernel Alignment for Point Cloud Convolution	Alexandre Boulch, Gilles Puy, Renaud Marlet	2020	arxiv 2004.04462
Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT Images	Kaushik Dutta	2021	arxiv 2102.00663
Improving Shape Deformation in Unsupervised Image-to-Image Translation	Aaron Gokaslan, Vivek Ramanujan, Daniel Ritchie	2018	arxiv 1808.04325
Semantic Label Reduction Techniques for Autonomous Driving	Qadeer Khan, Torsten Schön, Patrick Wenzel	2019	arxiv 1902.03777
The CASE Dataset of Candidate Spaces for Advert Implantation	Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson	2019	arxiv 1903.08943
PAN: Projective Adversarial Network for Medical Image Segmentation	Naji Khosravan, Aliasghar Mortazi, Michael Wallace	2019	arxiv 1906.04378
Quantifying Urban Canopy Cover with Deep Convolutional Neural Networks	Bill Cai, Xiaojiang Li, Carlo Ratti	2019	arxiv 1912.02109
Mean Field inference of CRFs based on GAT	LingHong Xing, XiangXiang Ma, GuangSheng Luo	2022	arxiv 2205.15312
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks	Miquel Martí i Rabadán, Alessandro Pieropan, Hossein Azizpour	2022	arxiv 2210.09919
Region-Based Representations Revisited	Michal Shlapentokh-Rothman, Ansel Blume, Yao Xiao	2024	arxiv 2402.02352
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks	Sophia Sirko-Galouchenko, Alexandre Boulch, Spyros Gidaris	2024	arxiv 2404.14027
Deformable-Heatmap-Segmentation for Automobile Visual Perception	Hongyu Jin	2024	arxiv 2407.07493
Local-to-Global Self-Attention in Vision Transformers	Jinpeng Li, Yichao Yan, Shengcai Liao	2021	arxiv 2107.04735
Recyclable Semi-supervised Method Based on Multi-model Ensemble for Video Scene Parsing	Biao Wu, Shaoli Liu, Diankai Zhang	2023	arxiv 2306.02894
Dynamic Semantic Occupancy Mapping using 3D Scene Flow and Closed-Form Bayesian Inference	Aishwarya Unnikrishnan, Joey Wilson, Lu Gan	2021	arxiv 2108.03180
Harmonic Convolutional Networks based on Discrete Cosine Transform	Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot	2020	arxiv 2001.06570

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