Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Recalling Holistic Information for Semantic Segmentation	Hexiang Hu, Zhiwei Deng, Guang-tong Zhou	2016	arxiv 1611.08061
Evaluating the Impact of Semantic Segmentation and Pose Estimation on Dense Semantic SLAM	Suman Raj Bista, David Hall, Ben Talbot	2021	arxiv 2109.07748
MESSI: A Multi-Elevation Semantic Segmentation Image Dataset of an Urban Environment	Barak Pinkovich, Boaz Matalon, Ehud Rivlin	2025	arxiv 2505.08589
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth Estimation	Kira Maag, Matthias Rottmann	2022	arxiv 2207.03513
Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation	Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen	2016	arxiv 1610.01706
Generalized Category Discovery in Semantic Segmentation	Zhengyuan Peng, Qijian Tian, Jianqing Xu	2023	arxiv 2311.11525
Semantic Segmentation with Boundary Neural Fields	Gedas Bertasius, Jianbo Shi, Lorenzo Torresani	2015	arxiv 1511.02674
Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model	Huiying Shi, Zhihong Tan, Zhihan Zhang	2025	arxiv 2502.13990
Understanding Convolution for Semantic Segmentation	Panqu Wang, Pengfei Chen, Ye Yuan	2017	arxiv 1702.08502
Dilated SpineNet for Semantic Segmentation	Abdullah Rashwan, Xianzhi Du, Xiaoqi Yin	2021	arxiv 2103.12270
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation	Xiao-Yun Zhou, Guang-Zhong Yang	2018	arxiv 1809.03783
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger Guidance	Quang-Huy Che, Duc-Tri Le, Bich-Nga Pham	2024	arxiv 2409.06002
Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds	Jinxian Liu, Minghui Yu, Bingbing Ni	2020	arxiv 2007.13344
SegNet4D: Efficient Instance-Aware 4D Semantic Segmentation for LiDAR Point Cloud	Neng Wang, Ruibin Guo, Chenghao Shi	2024	arxiv 2406.16279
Learning Debiased and Disentangled Representations for Semantic Segmentation	Sanghyeok Chu, Dongwan Kim, Bohyung Han	2021	arxiv 2111.00531
Structured Consistency Loss for semi-supervised semantic segmentation	Jongmok Kim, Jooyoung Jang, Hyunwoo Park	2020	arxiv 2001.04647
S4-Net: Geometry-Consistent Semi-Supervised Semantic Segmentation	Sinisa Stekovic, Friedrich Fraundorfer, Vincent Lepetit	2018	arxiv 1812.10717
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression	Mohammad Akbari, Jie Liang, Jingning Han	2018	arxiv 1806.03348
Asymmetric Non-local Neural Networks for Semantic Segmentation	Zhen Zhu, Mengde Xu, Song Bai	2019	arxiv 1908.07678
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation	Di Lin, Jifeng Dai, Jiaya Jia	2016	arxiv 1604.05144

Search results