Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Frequency-domain Learning for Volumetric-based 3D Data Perception	Zifan Yu, Suya You, Fengbo Ren	2023	arxiv 2302.08595
Dynamic-structured Semantic Propagation Network	Xiaodan Liang, Hongfei Zhou, Eric Xing	2018	arxiv 1803.06067
Analysis of Hand Segmentation in the Wild	Aisha Urooj Khan, Ali Borji	2018	arxiv 1803.03317
Dense Dilated Convolutions Merging Network for Land Cover Classification	Qinghui Liu, Michael Kampffmeyer, Robert Jessen	2020	arxiv 2003.04027
Deep learning networks for selection of persistent scatterer pixels in multi-temporal SAR interferometric processing	Ashutosh Tiwari, Avadh Bihari Narayan, Onkar Dikshit	2019	arxiv 1909.01868
Fully Convolutional Open Set Segmentation	Hugo Oliveira, Caio Silva, Gabriel L. S. Machado	2020	arxiv 2006.14673
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search	Jiemin Fang, Yuzhu Sun, Qian Zhang	2020	arxiv 2006.12986
Low-latency Perception in Off-Road Dynamical Low Visibility Environments	Nelson Alves, Marco Ruiz, Marco Reis	2020	arxiv 2012.13014
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training	Qingyu Li, Yilei Shi, Xiao Xiang Zhu	2022	arxiv 2205.08416
Adverse Weather-Independent Framework Towards Autonomous Driving Perception through Temporal Correlation and Unfolded Regularization	Wei-Bin Kou, Guangxu Zhu, Rongguang Ye	2025	arxiv 2508.01583
FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation	Aoran Xiao, Xiaofei Yang, Shijian Lu	2021	arxiv 2103.00738
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models	Weijia Wu, Yuzhong Zhao, Hao Chen	2023	arxiv 2308.06160
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior	Kaihao Zhang, Wenhan Luo, Yanjiang Yu	2021	arxiv 2105.03830
Learning Rich Representations For Structured Visual Prediction Tasks	Mohammadreza Mostajabi	2019	arxiv 1908.11820
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks	Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot	2018	arxiv 1804.04020
Model-aware 3D Eye Gaze from Weak and Few-shot Supervisions	Nikola Popovic, Dimitrios Christodoulou, Danda Pani Paudel	2023	arxiv 2311.12157
Securing Neural Networks with Knapsack Optimization	Yakir Gorski, Amir Jevnisek, Shai Avidan	2023	arxiv 2304.10442
Harnessing Diffusion Models for Visual Perception with Meta Prompts	Qiang Wan, Zilong Huang, Bingyi Kang	2023	arxiv 2312.14733
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO	Fuseini Mumuni, Alhassan Mumuni	2024	arxiv 2406.19057
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation	Qi Zhang, Guohua Geng, Longquan Yan	2024	arxiv 2405.20443

Search results