A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images

21 December 2019

Papers citing "A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images"

30 / 30 papers shown

Title
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation Boris Kriuk Matey Yordanov 35 0 0 02 May 2025
Diffusion Based Ambiguous Image Segmentation Jakob Lønborg Christensen M. Hannemose Anders Bjorholm Dahl Vedrana Andersen Dahl DiffM MedIm 39 0 0 08 Apr 2025
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image Editing Naufal Suryanto Andro Aprila Adiputra Ahmada Yusril Kadiptya Thi-Thu-Huong Le Derry Pratama Yongsu Kim Howon Kim DiffM 57 0 0 01 Nov 2024
Transparency Distortion Robustness for SOTA Image Segmentation Tasks Volker Knauthe Arne Rak Tristan Wirth Thomas Pollabauer Simon Metzler Arjan Kuijper Dieter W. Fellner 42 2 0 21 May 2024
Influence of Water Droplet Contamination for Transparency Segmentation Volker Knauthe Paul Weitz Thomas Pollabauer Tristan Wirth Arne Rak Arjan Kuijper Dieter W. Fellner 46 1 0 21 May 2024
ClusteringSDF: Self-Organized Neural Implicit Surfaces for 3D Decomposition Tianhao Wu Chuanxia Zheng Tat-Jen Cham Qianyi Wu 3DV 40 1 0 21 Mar 2024
Semantic Scene Segmentation for Robotics Juana Valeria Hurtado Abhinav Valada VLM SSeg 35 27 0 15 Jan 2024
Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks Zhaoyang Ma Xupeng He Hyung Kwak Jun Gao Shuyu Sun Bicheng Yan AI4CE 29 3 0 10 Nov 2023
Toward Flare-Free Images: A Survey Yousef Kotp Marwan Torki 43 3 0 22 Oct 2023
TransNet: A Transfer Learning-Based Network for Human Action Recognition Khaled Alomar Xiaohao Cai 34 1 0 13 Sep 2023
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing Clifford Broni-Bediako Junshi Xia Naoto Yokoya 38 9 0 12 Sep 2023
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation Zhaoxin Fan Puquan Pan Zeren Zhang C. Chen Tianyang Wang Si Zheng Min Xu VLM 44 0 0 13 Jul 2023
Object Detection with Transformers: A Review Tahira Shehzadi K. Hashmi D. Stricker Muhammad Zeshan Afzal ViT MU 23 28 0 07 Jun 2023
Hadamard Layer to Improve Semantic Segmentation A. Hoyos M. Rivera SSeg 24 1 0 20 Feb 2023
Deep Learning for Human Parsing: A Survey Xiaomei Zhang Xiangyu Zhu Ming Tang Zhen Lei 3DH 3DV 43 1 0 29 Jan 2023
Efficient Semantic Segmentation on Edge Devices Farshad Safavi Irfan Ali Venkatesh Dasari Guanqun Song Tinghe Zhu Maryam Rahnemoonfar SSeg 11 3 0 28 Dec 2022
Harmonizing output imbalance for defect segmentation on extremely-imbalanced photovoltaic module cells images Jianye Yi Xiaopin Zhong Weixiang Liu Zongze Wu Yuanlong Deng Zhengguang Wu 34 0 0 10 Nov 2022
Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing Aliaksei L. Petsiuk Harnoor Singh Himanshu Dadhwal Joshua M. Pearce 29 5 0 14 Oct 2022
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task Consistency Dan Zhang Rui Zheng Luosang Gadeng Pei Yang 24 0 0 11 Oct 2022
FuSS: Fusing Superpixels for Improved Segmentation Consistency Ian Nunes M. B. Pereira Hugo Oliveira J. A. dos Santos Marcus Poggi de Aragão 30 0 0 06 Jun 2022
Scalable 3D Semantic Segmentation for Gun Detection in CT Scans Marius Memmel Christoph Reich Nicolas Wagner Faraz Saeedan 39 1 0 07 Dec 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 53 139 0 28 Apr 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 101 143 0 22 Apr 2021
A survey of loss functions for semantic segmentation Shruti Jadon SSeg 26 823 0 26 Jun 2020
DS6, Deformation-aware Semi-supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data S. Chatterjee Kartik Prabhu Mahantesh Pattadkal Gerda Bortsova Chompunuch Sarasaen Florian Dubost Hendrik Mattern Marleen de Bruijne Oliver Speck Andreas Nürnberger 19 18 0 18 Jun 2020
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Zhedong Zheng Yi Yang NoLa 191 497 0 08 Mar 2020
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 234 740 0 28 Mar 2018
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 122 166 0 08 Jul 2017
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,828 0 18 Aug 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,639 0 02 Nov 2015