SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

2 November 2015

Alex Kendall

Papers citing "SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation"

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Title
IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data Ziyang Zhang Plamen Angelov D. Kangin Nicolas Longépé AI4CE 49 1 0 13 May 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman Mustafa Munir R. Marculescu MedIm 32 34 0 11 May 2024
UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks Kovvuri Sai Bodduluri Saran A. M. Adityaja Saurabh J. Shigwan Nitin Kumar 31 1 0 09 May 2024
Efficient Pretraining Model based on Multi-Scale Local Visual Field Feature Reconstruction for PCB CT Image Element Segmentation Chen Chen Kai Qiao Jie Yang Jian Chen Bin Yan 30 1 0 09 May 2024
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial Continuity Boujemaa Guermazi Naimul Khan 30 2 0 09 May 2024
Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI Keqiang Fan Xiaohao Cai M. Niranjan MedIm DiffM 55 2 0 08 May 2024
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Sheng Xu Rongguang Ye ... Shuai Wang Guofa Li Zhenyu Chen Guangxu Zhu Yik-Chung Wu FedML 54 12 0 07 May 2024
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation Viet-Thanh Nguyen Van-Truong Pham Thi-Thao Tran Mamba 37 5 0 05 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 45 8 0 02 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 65 5 0 02 May 2024
KITE: A Kernel-based Improved Transferability Estimation Method Yunhui Guo 49 0 0 01 May 2024
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation Zhaojin Fu Zheng Chen Jinjiang Li Lu Ren MedIm 21 1 0 01 May 2024
A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden Vishal Purohit Wenxin Jiang Akshath R. Ravikiran James C. Davis 40 1 0 29 Apr 2024
Calculation of Femur Caput Collum Diaphyseal angle for X-Rays images using Semantic Segmentation Muhammad Abdullah A. Querfurth Deepak Bhatia Mahdi Mantash 19 0 0 25 Apr 2024
Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images Zhengzheng Tu Le Gu Xixi Wang Bo Jiang MedIm 49 3 0 23 Apr 2024
Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation Guanlong Jiao Chenyangguang Zhang Haonan Yin Yu Mo Biqing Huang Hui Pan Yi Luo Jingxian Liu 35 0 0 21 Apr 2024
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing Tong Wang Guanzhou Chen Xiaodong Zhang Chenxi Liu Xiaoliang Tan Jiaqi Wang Chanjuan He Wenlin Zhou 40 0 0 21 Apr 2024
StrideNET: Swin Transformer for Terrain Recognition with Dynamic Roughness Extraction Maitreya Shelare Neha Shigvan Atharva Satam Poonam Sonar 23 1 0 20 Apr 2024
BACS: Background Aware Continual Semantic Segmentation Mostafa ElAraby Ali Harakeh Liam Paull CLL 50 0 0 19 Apr 2024
IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery Oishee Bintey Hoque Samarth Swarup Abhijin Adiga S. Nouwakpo Madhav Marathe 38 1 0 17 Apr 2024
Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans Abdullah F. Al-Battal S. T. Duong Van Ha Tang Quang Duc Tran S. Q. Truong Chien Phan Truong Q. Nguyen Cheolhong An MedIm 41 0 0 17 Apr 2024
Learnable Prompt for Few-Shot Semantic Segmentation in Remote Sensing Domain Steve Andreas Immanuel H. R. Sinulingga VLM 46 4 0 16 Apr 2024
Adaptive Patching for High-resolution Image Segmentation with Transformers Enzhi Zhang Isaac Lyngaas Peng Chen Xiao Wang Jun Igarashi Yuankai Huo Mohamed Wahib M. Munetomo MedIm 32 2 0 15 Apr 2024
LaSagnA: Language-based Segmentation Assistant for Complex Queries Cong Wei Haoxian Tan Yujie Zhong Yujiu Yang Lin Ma 49 14 0 12 Apr 2024
OmniSat: Self-Supervised Modality Fusion for Earth Observation Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu 40 25 0 12 Apr 2024
Practical Region-level Attack against Segment Anything Models Yifan Shen Zhengyuan Li Gang Wang VLM 50 9 0 12 Apr 2024
PRAM: Place Recognition Anywhere Model for Efficient Visual Localization Fei Xue Ignas Budvytis Roberto Cipolla 52 0 0 11 Apr 2024
An inclusive review on deep learning techniques and their scope in handwriting recognition Sukhdeep Singh Sudhir Rohilla Anuj Sharma 24 0 0 10 Apr 2024
GO4Align: Group Optimization for Multi-Task Alignment Jiayi Shen Cheems Wang Zehao Xiao Nanne van Noord M. Worring 37 4 0 09 Apr 2024
CoReS: Orchestrating the Dance of Reasoning and Segmentation Xiaoyi Bao Siyang Sun Shuailei Ma Kecheng Zheng Yuxin Guo Guosheng Zhao Yun Zheng Xingang Wang LRM 36 7 0 08 Apr 2024
PAT: Pixel-wise Adaptive Training for Long-tailed Segmentation Khoi Do Duong Nguyen Nguyen-Hoang Tran Viet Dung Nguyen 50 1 0 08 Apr 2024
Image-based Agarwood Resinous Area Segmentation using Deep Learning I. Hipiny Johari Abdullah Noor Alamshah Bolhassan 24 0 0 08 Apr 2024
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation Izumi Fujimori Masaki Oono M. Shishibori ViT 44 0 0 04 Apr 2024
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Ngoc-Du Tran Thi-Thao Tran Quang-Huy Nguyen Manh-Hung Vu Van-Truong Pham MedIm ViT 43 1 0 04 Apr 2024
RS-Mamba for Large Remote Sensing Image Dense Prediction Sijie Zhao Hao Chen Xue-liang Zhang Pengfeng Xiao Lei Bai Wanli Ouyang Mamba 40 83 0 03 Apr 2024
HENet: Hybrid Encoding for End-to-end Multi-task 3D Perception from Multi-view Cameras Zhongyu Xia ZhiWei Lin Xinhao Wang Yongtao Wang Yun Xing Shengxiang Qi Nan Dong Ming-Hsuan Yang 41 5 0 03 Apr 2024
Joint-Task Regularization for Partially Labeled Multi-Task Learning Kento Nishi Junsik Kim Wanhua Li Hanspeter Pfister 43 1 0 02 Apr 2024
DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation Xin Zhang Ling Chen Xing Tang Hongyu Shi 27 0 0 02 Apr 2024
Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model Qinfeng Zhu Yuanzhi Cai Yuan-Sheng Fang Yihan Yang Cheng Chen Lei Fan Anh Nguyen Mamba 43 55 0 02 Apr 2024
MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation Chen Peng Zhiqin Qian Kunyu Wang Qi Luo Zhuming Bi Wenjun Zhang ViT MedIm 49 0 0 31 Mar 2024
Deep Instruction Tuning for Segment Anything Model Xiaorui Huang Gen Luo Chaoyang Zhu Bo Tong Yiyi Zhou Xiaoshuai Sun Rongrong Ji VLM 52 1 0 31 Mar 2024
Visualizing Routes with AI-Discovered Street-View Patterns Tsung Heng Wu Md. Amiruzzaman Ye Zhao Deepshikha Bhati Jing Yang 17 0 0 30 Mar 2024
Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels Hannah Kerner Saketh Sundar Mathan Satish 35 7 0 29 Mar 2024
Transformers-based architectures for stroke segmentation: A review Yalda Zafari-Ghadim Essam A. Rashed M. Mabrok MedIm 30 1 0 27 Mar 2024
Enabling Uncertainty Estimation in Iterative Neural Networks N. Durasov Doruk Öner Jonathan Donier Hieu M. Le Pascal Fua UQCV 54 8 0 25 Mar 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Daniel Cremers Laura Leal-Taixé DiffM 32 23 0 25 Mar 2024
Multi-Task Learning with Multi-Task Optimization Lu Bai Abhishek Gupta Yew-Soon Ong 34 2 0 24 Mar 2024
SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images Yifei Wang Chuhong Zhu 29 0 0 24 Mar 2024
A2DMN: Anatomy-Aware Dilated Multiscale Network for Breast Ultrasound Semantic Segmentation Kyle Lucke Aleksandar Vakanski Min Xian 34 2 0 22 Mar 2024
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather Blake Gella Howard Zhang Rishi Upadhyay Tiffany Chang Nathan Wei Matthew Waliman Yunhao Bao C. Melo Alex Wong A. Kadambi 38 0 0 21 Mar 2024