Semantic Segmentation using Vision Transformers: A survey

Semantic Segmentation using Vision Transformers: A survey

5 May 2023

Sachith Seneviratne

Rajith Vidanaarachchi

Damayanthi Herath

Papers citing "Semantic Segmentation using Vision Transformers: A survey"

18 / 18 papers shown

Title
Image Recognition with Online Lightweight Vision Transformer: A Survey Zherui Zhang Rongtao Xu Jie Zhou Changwei Wang Xingtian Pei ... Jiguang Zhang Li Guo Longxiang Gao W. Xu Shibiao Xu ViT 98 0 0 06 May 2025
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation Boris Kriuk Matey Yordanov 33 0 0 02 May 2025
Transport-Related Surface Detection with Machine Learning: Analyzing Temporal Trends in Madrid and Vienna Miguel Ureña Pliego Rubén Martínez Marín Nianfang Shi Takeru Shibayama Ulrich Leth Miguel Marchamalo Sacristán 53 0 0 19 Mar 2025
Janus: Collaborative Vision Transformer Under Dynamic Network Environment Linyi Jiang Silvery Fu Yifei Zhu Bo Li ViT 120 0 0 14 Feb 2025
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models Ioannis Nasios 31 0 0 23 Jan 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 149 12 0 20 Jan 2025
SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting Gyeongjin Kang Jisang Yoo Jihyeon Park Seungtae Nam Hyeonsoo Im Sangheon Shin Sangpil Kim Eunbyung Park 3DGS 129 3 0 26 Nov 2024
Token Pruning using a Lightweight Background Aware Vision Transformer Sudhakar Sah Ravish Kumar Honnesh Rohmetra Ehsan Saboori ViT 21 0 0 12 Oct 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail M. Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 43 3 0 30 Aug 2024
Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review Moseli Motsóehli VLM 3DV 25 0 0 28 Jun 2024
Deep Learning-Based Segmentation of Tumors in PET/CT Volumes: Benchmark of Different Architectures and Training Strategies Monika Górka Daniel Jaworek Marek Wodzinski 30 0 0 15 Apr 2024
A Comprehensive Survey of Document-level Relation Extraction (2016-2023) Lea Demelius Hanh Thi Hong Tran Roman Kern Georgeta Bordea Andreas Trügler Antoine Doucet 19 3 0 28 Sep 2023
A Survey of Visual Transformers Yang Liu Yao Zhang Yixin Wang Feng Hou Jin Yuan Jiang Tian Yang Zhang Zhongchao Shi Jianping Fan Zhiqiang He 3DGS ViT 69 330 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 303 5,761 0 29 Apr 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,622 0 24 Feb 2021
A Review on Deep Learning in UAV Remote Sensing L. Osco J. M. Junior A. P. Ramos L. Jorge S. Fatholahi J. Silva E. Matsubara H. Pistori W. Gonçalves Jonathan Li AI4Cl 32 338 0 22 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 225 2,428 0 04 Jan 2021
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 190 3,516 0 20 Aug 2019