A Review on Deep Learning Techniques Applied to Semantic Segmentation

22 April 2017

Alberto Garcia-Garcia

Sergio Orts

Sergiu Oprea

Victor Villena-Martinez

Jose Garcia-Rodriguez

3DV

SSeg

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Papers citing "A Review on Deep Learning Techniques Applied to Semantic Segmentation"

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An Informative Path Planning Framework for Active Learning in UAV-based Semantic Mapping Julius Ruckin Federico Magistri C. Stachniss Marija Popović 28 15 0 07 Feb 2023
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation Taoreed A. Akinola Xiangfang Li Richard Wilkins Pamela Obiomon Lijun Qian 14 2 0 11 Jan 2023
Industrial Scene Change Detection using Deep Convolutional Neural Networks Ali Atghaei Ehsan Rahnama Kiavash Azimi Hassan Shahbazi 11 1 0 29 Dec 2022
Combining Photogrammetric Computer Vision and Semantic Segmentation for Fine-grained Understanding of Coral Reef Growth under Climate Change J. Zhong Ming Li Hanqi Zhang J. Qin 11 8 0 08 Dec 2022
RGB-D-based Stair Detection using Deep Learning for Autonomous Stair Climbing Chen Wang Z. Pei Shuang Qiu Zhiyong Tang 15 1 0 02 Dec 2022
An interpretable imbalanced semi-supervised deep learning framework for improving differential diagnosis of skin diseases Futian Weng Yuanting Ma J. Sun Shijun Shan Qiyuan Li Jianping Zhu Yang Wang Yan Xu 29 0 0 20 Nov 2022
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance Sébastien Piérard A. Cioppa Anaïs Halin Renaud Vandeghen Maxime Zanella Benoît Macq Saïd Mahmoudi Marc Van Droogenbroeck 28 6 0 18 Nov 2022
Correcting Faulty Road Maps by Image Inpainting Soojung Hong Kwanghee Choi 9 3 0 12 Nov 2022
Multi-modal Fusion Technology based on Vehicle Information: A Survey Yansong Gong J. Lu Jiayi Wu Wenzhuo Liu 11 25 0 11 Nov 2022
Quantifying Model Uncertainty for Semantic Segmentation using Operators in the RKHS Rishabh Singh José C. Príncipe UQCV 19 3 0 03 Nov 2022
TripleE: Easy Domain Generalization via Episodic Replay X. Li Hongyu Ren Huifeng Yao Ziwei Liu 11 0 0 04 Oct 2022
Analysis of the performance of U-Net neural networks for the segmentation of living cells André O. Franccani SSeg 8 2 0 04 Oct 2022
Deep Learning on Home Drone: Searching for the Optimal Architecture Alaa Maalouf Yotam Gurfinkel Barak Diker O. Gal Daniela Rus Dan Feldman 10 5 0 21 Sep 2022
PseudoClick: Interactive Image Segmentation with Click Imitation Qin Liu Meng Zheng Benjamin Planche Srikrishna Karanam Terrence Chen Marc Niethammer Ziyan Wu VLM 38 57 0 12 Jul 2022
Stronger Together: Air-Ground Robotic Collaboration Using Semantics Ian D. Miller Fernando Cladera Ojeda Trey Smith Camillo J. Taylor Vijay R. Kumar 43 39 0 28 Jun 2022
A Dynamic Data Driven Approach for Explainable Scene Understanding Z. Daniels Dimitris N. Metaxas FAtt 9 3 0 18 Jun 2022
Improving Generalization in Federated Learning by Seeking Flat Minima Debora Caldarola Barbara Caputo Marco Ciccone FedML 27 110 0 22 Mar 2022
Informative Path Planning for Active Learning in Aerial Semantic Mapping Julius Ruckin Liren Jin Federico Magistri C. Stachniss Marija Popović 25 11 0 03 Mar 2022
A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements Jiawei Zhang Chen Li M. Rahaman Yudong Yao Pingli Ma Jinghua Zhang Xin Zhao Tao Jiang M. Grzegorzek 25 14 0 18 Feb 2022
FPIC: A Novel Semantic Dataset for Optical PCB Assurance Nathan Jessurun Olivia P. Dizon-Paradis Jacob Harrison Shajib Ghosh M. Tehranipoor D. Woodard Navid Asadizanjani 12 13 0 17 Feb 2022
Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts S. Yusuf Abdulmalik Aldawsari R. Souissi 6 3 0 02 Feb 2022
A tomographic workflow to enable deep learning for X-ray based foreign object detection Mathé T. Zeegers Tristan van Leeuwen D. Pelt S. Coban R. V. Liere K. Batenburg 21 4 0 28 Jan 2022
DDU-Net: Dual-Decoder-U-Net for Road Extraction Using High-Resolution Remote Sensing Images Ying Wang Yuexing Peng Xinran Liu Wei Li G. C. Alexandropoulos Junchuan Yu D. Ge Weixu Xiang 9 86 0 18 Jan 2022
Deep Leaning-Based Ultra-Fast Stair Detection Chen Wang Z. Pei Shuang Qiu Zhiyong Tang 8 14 0 14 Jan 2022
Generative Modeling of Turbulence Claudia Drygala Benjamin Winhart F. Mare Hanno Gottschalk GAN AI4CE 11 38 0 05 Dec 2021
Continual Adaptation of Semantic Segmentation using Complementary 2D-3D Data Representations Jonas Frey Hermann Blum Francesco Milano Roland Siegwart César Cadena 13 13 0 03 Nov 2021
FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation Fuqin Deng Hua Feng Mingjian Liang Hongmin Wang Yong Yang Yuan Gao Junfeng Chen Junjie Hu Xiyue Guo Tin Lun Lam 11 87 0 18 Oct 2021
Context-aware Padding for Semantic Segmentation Yu-Hui Huang M. Proesmans Luc Van Gool SSeg VLM 8 4 0 16 Sep 2021
Deep Learning on Edge TPUs A. Kist Andreas M Kist 19 17 0 31 Aug 2021
LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection Cui Xie Hao Guo Junyu Dong 14 9 0 05 Aug 2021
Kimera-Multi: Robust, Distributed, Dense Metric-Semantic SLAM for Multi-Robot Systems Yulun Tian Yun Chang Fernando Herrera Arias Carlos Nieto-Granda Jonathan P. How Luca Carlone 14 171 0 28 Jun 2021
Advancing biological super-resolution microscopy through deep learning: a brief review Tianjie Yang Yaoru Luo Wei Ji Ge Yang SupR 9 17 0 24 Jun 2021
Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net Youshan Zhang Brian D. Davison V. Talghader Zhiyu Chen Zhiyong Xiao Gary Kunkel 38 8 0 22 Jun 2021
A system of vision sensor based deep neural networks for complex driving scene analysis in support of crash risk assessment and prevention Muhammad Monjurul Karim Yu Li Ruwen Qin Zhaozheng Yin 17 7 0 18 Jun 2021
CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences -- Version 1 I. Ebert‐Uphoff Ryan Lagerquist Kyle Hilburn Yoonjin Lee Katherine Haynes Jason Stock C. Kumler J. Stewart 14 20 0 17 Jun 2021
KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation Chenhong Zhou Feng Liu Chen Gong Rongfei Zeng Tongliang Liu W. Cheung Bo Han OOD 35 1 0 11 Jun 2021
Weakly supervised pan-cancer segmentation tool Marvin Lerousseau Marion Classe Enzo Battistella Théo Estienne T. Henry ... R. Sun Maria Vakalopoulou J. Scoazec Eric Deutsch Nikos Paragios 19 7 0 10 May 2021
Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations prediction S. Eppel Haoping Xu Alán Aspuru-Guzik 21 6 0 04 May 2021
Equivalence of Correlation Filter and Convolution Filter in Visual Tracking Shuiwang Li Qijun Zhao Ziliang Feng Li Lu 8 8 0 01 May 2021
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps Tse-Wei Chen Motoki Yoshinaga Hongxing Gao Wei Tao Dongchao Wen Junjie Liu Kinya Osa Masami Kato 14 7 0 29 Apr 2021
Focusing on Shadows for Predicting Heightmaps from Single Remotely Sensed RGB Images with Deep Learning S. Karatsiolis A. Kamilaris 16 1 0 22 Apr 2021
OFFSEG: A Semantic Segmentation Framework For Off-Road Driving Kasi Viswanath Kartikeya Singh Peng-Tao Jiang Sujit P.B. Srikanth Saripalli 10 47 0 23 Mar 2021
Design and Development of Autonomous Delivery Robot Aniket Gujarathi Akshay Ravindra Kulkarni Unmesh Patil Y. Phalak Rajeshree Deotalu Aman Jain Navid Panchi A. Dhabale Shital S. Chiddarwar 17 4 0 16 Mar 2021
Juggling With Representations: On the Information Transfer Between Imagery, Point Clouds, and Meshes for Multi-Modal Semantics D. Laupheimer Norbert Haala 3DPC 29 11 0 12 Mar 2021
Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles Jevgenij Gamper Nasir M. Rajpoot 11 60 0 08 Mar 2021
TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors Umaseh Sivanesan Luis H. Braga R. Sonnadara Kiret Dhindsa GAN MedIm 14 2 0 04 Feb 2021
Kimera: from SLAM to Spatial Perception with 3D Dynamic Scene Graphs Antoni Rosinol Andrew Violette Marcus Abate Nathan Hughes Yun Chang J. Shi Arjun Gupta Luca Carlone 3DV 23 220 0 18 Jan 2021
Generating Attribution Maps with Disentangled Masked Backpropagation Adria Ruiz Antonio Agudo Francesc Moreno FAtt 9 1 0 17 Jan 2021
Deep Learning Segmentation of Complex Features in Atomic-Resolution Phase Contrast Transmission Electron Microscopy Images R. Sadre C. Ophus A. Butko G. Weber 8 17 0 09 Dec 2020
Multiple Hypothesis Semantic Mapping for Robust Data Association Lukas Bernreiter Abel Gawel H. Sommer Juan I. Nieto Roland Siegwart C. C. Lerma 16 21 0 08 Dec 2020