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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GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation Boris Kriuk Matey Yordanov 33 0 0 02 May 2025
Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms Junchi Zhou Haozhou Wang Yoichiro Kato Tejasri Nampally P. Rajalakshmi ... Xiaochun Hu Yuanzhu Yang Yanfeng Ding Wei Guo Shouyang Liu 27 0 0 02 Apr 2025
MaSS13K: A Matting-level Semantic Segmentation Benchmark C. Xie Minghan Li Hui Zeng Jun Luo Lei Zhang VLM 76 0 0 24 Mar 2025
Hierarchical Semantic Compression for Consistent Image Semantic Restoration Shengxi Li Zifu Zhang Mai Xu Lai Jiang Yufan Liu Ce Zhu DiffM 38 0 0 24 Feb 2025
Path Planning using Instruction-Guided Probabilistic Roadmaps Jiaqi Bao Ryo Yonetani 39 0 0 23 Feb 2025
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging L. Ruzicka Bernhard Kohn Clemens Heitzinger 35 0 0 10 Jan 2025
Zero-shot Hazard Identification in Autonomous Driving: A Case Study on the COOOL Benchmark Lukás Picek Vojtěch Čermák Marek Hanzl 36 0 0 31 Dec 2024
LightFFDNets: Lightweight Convolutional Neural Networks for Rapid Facial Forgery Detection Günel Jabbarlı Murat Kurt CVBM 62 1 0 18 Nov 2024
Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials Ganesh Raghavendran Bing Han Fortune Adekogbe Shuang Bai Bingyu Lu William Wu Minghao Zhang Ying Shirley Meng 13 0 0 02 Oct 2024
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation Zechao Sun Haolin Jin Weitong Chen Luping Zhou CLL 37 1 0 13 Sep 2024
Vision-Based Detection of Uncooperative Targets and Components on Small Satellites Hannah Grauer E. Lupu Connor T. Lee Soon-Jo Chung Darren Rowen Benjamen P. Bycroft Phaedrus Leeds John Brader 30 1 0 22 Aug 2024
Post-Mortem Human Iris Segmentation Analysis with Deep Learning Afzal Hossain Tipu Sultan Stephanie Schuckers CVBM 19 0 0 06 Aug 2024
Eliminating Feature Ambiguity for Few-Shot Segmentation Qianxiong Xu Guosheng Lin Chen Change Loy Cheng Long Ziyue Li Rui Zhao 27 2 0 13 Jul 2024
SwishReLU: A Unified Approach to Activation Functions for Enhanced Deep Neural Networks Performance Jamshaid Ul Rahman Rubiqa Zulfiqar Asad Khan Nimra 18 4 0 11 Jul 2024
LuSNAR:A Lunar Segmentation, Navigation and Reconstruction Dataset based on Muti-sensor for Autonomous Exploration Jiayi Liu Qianyu Zhang Xue Wan Shengyang Zhang Yaolin Tian Haodong Han Yutao Zhao Baichuan Liu Zeyuan Zhao Xubo Luo 19 0 0 09 Jul 2024
360 in the Wild: Dataset for Depth Prediction and View Synthesis Kibaek Park François Rameau Jaesik Park In So Kweon MDE 26 0 0 27 Jun 2024
Using Deep Convolutional Neural Networks to Detect Rendered Glitches in Video Games Carlos Garcia Ling Konrad Tollmar Linus Gisslén 29 18 0 12 Jun 2024
Review of deep learning models for crypto price prediction: implementation and evaluation Jingyang Wu Xinyi Zhang Fangyixuan Huang Haochen Zhou Rohtiash Chandra 32 3 0 19 May 2024
TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection Martín Bayón-Gutiérrez María Teresa García-Ordás H. Alaiz-Moretón José Aveleira-Mata Sergio Rubio-Martín J. Benítez-Andrades 19 1 0 14 May 2024
Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation Myrna C. Silva Mahtab Dahaghin M. Toso Alessio Del Bue 3DGS 29 11 0 19 Apr 2024
AdaContour: Adaptive Contour Descriptor with Hierarchical Representation Tianyu Ding Jinxin Zhou Tianyi Chen Zhihui Zhu Ilya Zharkov Luming Liang 29 0 0 12 Apr 2024
AI-Guided Feature Segmentation Techniques to Model Features from Single Crystal Diamond Growth R. Mekala Elias Garratt Matthias Muehle Arjun Srinivasan Adam A. Porter Mikael Lindvall 16 1 0 10 Apr 2024
AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth R. Mekala Elias Garratt Matthias Muehle Arjun Srinivasan Adam A. Porter Mikael Lindvall 14 1 0 10 Apr 2024
Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure De-Chun Cheng Yanling Ji Dong Gong Yan Li Nannan Wang Junwei Han Dingwen Zhang CLL 23 12 0 12 Mar 2024
ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation Xinyang Pu He Jia Linghao Zheng Feng Wang Feng Xu 19 0 0 04 Jan 2024
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision Qi Mao Chongyu Wang Meng Wang Shiqi Wang Ruijie Chen Libiao Jin Siwei Ma 32 13 0 25 Dec 2023
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Junhui Hou Guangming Shi Jinjian Wu 31 6 0 24 Dec 2023
Level Set KSVD Omer Sapir I. Klapp N. Sochen 11 0 0 14 Nov 2023
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts Isaac Wasserman Jeova Farias Sales Rocha Neto GNN 36 0 0 01 Nov 2023
Modular Anti-noise Deep Learning Network for Robotic Grasp Detection Based on RGB Images Zhaocong Li 17 0 0 30 Oct 2023
Semantic segmentation of longitudinal thermal images for identification of hot and cool spots in urban areas Vasantha Ramani P. Arjunan K. Poolla Clayton Miller 16 5 0 06 Oct 2023
Self-Supervised Monocular Depth Estimation by Direction-aware Cumulative Convolution Network Wencheng Han Junbo Yin Jianbing Shen MDE 19 15 0 10 Aug 2023
Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion Approaches Nuno Cunha T. Barros Mário Reis Tiago Marta C. Premebida U. J. Nunes 14 4 0 31 Jul 2023
A Survey on Reservoir Computing and its Interdisciplinary Applications Beyond Traditional Machine Learning Heng Zhang Danilo Vasconcellos Vargas AI4CE 17 17 0 27 Jul 2023
An Investigation into Glomeruli Detection in Kidney H&E and PAS Images using YOLO Kimia Hemmatirad Morteza Babaie J. Hodgin Liron Pantanowitz H. R. Tizhoosh 11 1 0 25 Jul 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 19 7 0 01 Jul 2023
A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery Xin Zhang Liangxiu Han SSL 16 2 0 27 Jun 2023
Segment Anything Meets Semantic Communication Shehbaz Tariq Brian E. Arfeto Chaoning Zhang Hyundong Shin VLM 11 15 0 03 Jun 2023
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling Zeqiang Lai Yuchen Duan Jifeng Dai Ziheng Li Ying Fu Hongsheng Li Yu Qiao Wen Wang DiffM 21 17 0 02 Jun 2023
Semantic Segmentation by Semantic Proportions Halil Ibrahim Aysel Xiaohao Cai Adam Prugel-Bennett 26 1 0 24 May 2023
Foundations of Spatial Perception for Robotics: Hierarchical Representations and Real-time Systems Nathan Hughes Yun Chang Siyi Hu Rajat Talak Rumaisa Abdulhai Jared Strader Luca Carlone 19 47 0 11 May 2023
SRCNet: Seminal Representation Collaborative Network for Marine Oil Spill Segmentation Fang Chen H. Balzter Peng Ren Huiyu Zhou 3DGS 9 0 0 17 Apr 2023
Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection Attention F. Liu Chubing Zhang Yu Zheng Yueqi Duan 24 27 0 23 Mar 2023
Lung segmentation with NASNet-Large-Decoder Net Youshan Zhang MedIm SSeg 22 4 0 18 Mar 2023
Semantics-aware Exploration and Inspection Path Planning M. Dharmadhikari K. Alexis 11 11 0 13 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 11 1 0 08 Mar 2023
Camera-Radar Perception for Autonomous Vehicles and ADAS: Concepts, Datasets and Metrics F. M. Barbosa Fernando Santos Osório 11 6 0 08 Mar 2023
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation G. D’Amico Mauro Marinoni F. Nesti Giulio Rossolini Giorgio Buttazzo Salvatore Sabina G. Lauro 11 16 0 28 Feb 2023
Using Semantic Information for Defining and Detecting OOD Inputs Ramneet Kaur Xiayan Ji Souradeep Dutta Michele Caprio Yahan Yang E. Bernardis O. Sokolsky Insup Lee OODD 17 7 0 21 Feb 2023
On The Coherence of Quantitative Evaluation of Visual Explanations Benjamin Vandersmissen José Oramas XAI FAtt 21 3 0 14 Feb 2023