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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
Enhancing Ecological Monitoring with Multi-Objective Optimization: A Novel Dataset and Methodology for Segmentation Algorithms Sophia J. Abraham Jin Huang Brandon RichardWebster Michael Milford Jonathan D. Hauenstein Walter J. Scheirer 61 0 0 25 Jul 2024
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Xiao Liu Peng Gao Tao Yu Fei Wang Ruyue Yuan MedIm ViT 84 22 0 25 Jul 2024
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation Dinh-Phu Tran Quoc-Anh Nguyen Van-Truong Pham Thi-Thao Tran ViT MedIm 73 6 0 24 Jul 2024
Region Guided Attention Network for Retinal Vessel Segmentation Syed Javed Tariq Mahmood Khan Abdul Qayyum Arcot Sowmya Imran Razzak MedIm 80 5 0 22 Jul 2024
Shape and Style GAN-based Multispectral Data Augmentation for Crop/Weed Segmentation in Precision Farming Mulham Fawakherji Vincenzo Suriani Daniele Nardi D. Bloisi 47 12 0 19 Jul 2024
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder Architectures Hao Lu Wenze Liu Hongtao Fu Zhiguo Cao 69 4 0 18 Jul 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation Prantik Howlader Hieu M. Le Dimitris Samaras 99 1 0 17 Jul 2024
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion Juan Song Jiaxiang He Mingtao Feng Keyan Wang Yunsong Li DiffM 200 5 0 17 Jul 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression Jinming Liu Ruoyu Feng Yunpeng Qi Qiuyu Chen Zhibo Chen Wenjun Zeng Xin Jin 107 2 0 16 Jul 2024
Visual Prompt Selection for In-Context Learning Segmentation Wei Suo Lanqing Lai Mengyang Sun Hanwang Zhang Peng Wang Yanning Zhang VLM 103 3 0 14 Jul 2024
Deformable-Heatmap-Segmentation for Automobile Visual Perception Hongyu Jin 40 1 0 10 Jul 2024
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation Guoan Xu Wenjing Jia Tao Wu Ligeng Chen Guangwei Gao ViT 84 13 0 10 Jul 2024
High-Resolution Cloud Detection Network Jingsheng Li Tianxiang Xue Jiayi Zhao Jingmin Ge Yufang Min Wei Su Kun Zhan 90 5 0 10 Jul 2024
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences Nikolaos Dimitriadis Pascal Frossard François Fleuret MoE 267 8 0 10 Jul 2024
Graph-Boosted Attentive Network for Semantic Body Parsing T. Wang Huiling Wang 3DH 112 6 0 08 Jul 2024
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Minghao Zhou Hong Wang Yefeng Zheng Deyu Meng 242 2 0 02 Jul 2024
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes Danial Qashqai Emad Mousavian S. B. Shokouhi S. Mirzakuchaki 99 0 0 01 Jul 2024
Aeroengine performance prediction using a physical-embedded data-driven method Tong Mo Shiran Dai An Fu Xiaomeng Zhu Shuxiao Li 65 1 0 29 Jun 2024
Autoencoder based approach for the mitigation of spurious correlations Srinitish Srinivasan Karthik Seemakurthy 92 0 0 27 Jun 2024
Few-Shot Medical Image Segmentation with High-Fidelity Prototypes Song Tang Shaxu Yan Xiaozhi Qi Jianxin Gao Mao Ye Jianwei Zhang Xiatian Zhu 112 0 0 26 Jun 2024
μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation Pierangela Bruno Edoardo De Rose Carlo Adornetto Francesco Calimeri Sandro Donato ... Mariacristina Filice R. Filosa Gianluigi Greco S. Imbrogno Vincenzo Formoso 60 0 0 24 Jun 2024
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image Segmentation Vincent Loos Rohit Pardasani Navchetan Awasthi SSeg 97 3 0 24 Jun 2024
Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution Junxiong Lin Zeng Tao Xuan Tong Xinji Mai Haoran Wang ... Jiawen Yu Yuxuan Lin Shaoqi Yan Shuyong Gao Wenqiang Zhang 78 3 0 24 Jun 2024
Artistic-style text detector and a new Movie-Poster dataset Aoxiang Ning Yiting Wei Minglong Xue Senming Zhong 84 0 0 24 Jun 2024
Crowd-Sourced NeRF: Collecting Data from Production Vehicles for 3D Street View Reconstruction Tong Qin Changze Li Haoyang Ye Shaowei Wan Minzhen Li Hongwei Liu Ming Yang 80 2 0 24 Jun 2024
EvSegSNN: Neuromorphic Semantic Segmentation for Event Data Dalia Hareb Jean Martinet 81 4 0 20 Jun 2024
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery Libo Wang Dongxu Li Sijun Dong Xiaoliang Meng Xiaokang Zhang Danfeng Hong 71 9 0 16 Jun 2024
Vision Transformer Segmentation for Visual Bird Sound Denoising Sahil Kumar Jialu Li Youshan Zhang 78 1 0 13 Jun 2024
Complex Image-Generative Diffusion Transformer for Audio Denoising Junhui Li Pu Wang Jialu Li Youshan Zhang DiffM 74 1 0 13 Jun 2024
Diffusion Gaussian Mixture Audio Denoise Pu Wang Junhui Li Jialu Li Liangdong Guo Youshan Zhang DiffM 67 0 0 13 Jun 2024
Suitability of KANs for Computer Vision: A preliminary investigation Basim Azam Naveed Akhtar 107 33 0 13 Jun 2024
Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration Shashank Agnihotri Julia Grabinski Janis Keuper Margret Keuper 92 5 0 11 Jun 2024
BD-SAT: High-resolution Land Use Land Cover Dataset & Benchmark Results for Developing Division: Dhaka, BD Ovi Paul Abu Bakar Siddik Nayem Anis Sarker Amin Ahsan Ali M Ashraful Amin AKM Mahbubur Rahman 62 0 0 09 Jun 2024
Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations A. Karapetyan Aaron Chung Hin Chow S. Madanat AI4CE 60 0 0 06 Jun 2024
UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping Jie Zhao Zhitong Xiong Xiao Xiang Zhu 72 10 0 06 Jun 2024
DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation Zilu Guo Liuyang Bian Xuan Huang Hu Wei Jingyu Li Huasheng Ni SSeg 107 12 0 06 Jun 2024
Quantifying Task Priority for Multi-Task Optimization Wooseong Jeong Kuk-Jin Yoon 85 4 0 05 Jun 2024
Exploring Real World Map Change Generalization of Prior-Informed HD Map Prediction Models Samuel M. Bateman Ning Xu H. C. Zhao Yael Ben Shalom Vince Gong Greg Long Will Maddern 72 4 0 04 Jun 2024
You Only Need Less Attention at Each Stage in Vision Transformers Shuoxi Zhang Hanpeng Liu Stephen Lin Kun He 88 5 0 01 Jun 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Wooseok Shin Hyun Joon Park Jin Sob Kim Sung Won Han VLM 100 8 0 31 May 2024
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation Qi Zhang Guohua Geng Long-He Yan Pengbo Zhou Zhaodi Li Kang Li Qinglin Liu DiffM 113 1 0 30 May 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation Pengyu Jie Wanquan Liu Chenqiang Gao Yihui Wen Rui He Pengcheng Li Jintao Zhang Deyu Meng 75 0 0 30 May 2024
CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation Ankush Gajanan Arudkar Bernard J.E. Evans 53 0 0 30 May 2024
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention Xingyu Ding Li Shan Guiqin Zhao Meiqi Wu Wenzhang Zhou Wei Li MQ 84 1 0 28 May 2024
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms L. Bogensperger Dominik Narnhofer Alexander Falk Konrad Schindler Thomas Pock MedIm 260 4 0 28 May 2024
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images Syed Javed Tariq Mahmood Khan Abdul Qayyum Arcot Sowmya Imran Razzak SSeg 131 6 0 27 May 2024
How many samples are needed to train a deep neural network? Pegah Golestaneh Mahsa Taheri Johannes Lederer 80 4 0 26 May 2024
An Enhanced Encoder-Decoder Network Architecture for Reducing Information Loss in Image Semantic Segmentation Zijun Gao Qi Wang Taiyuan Mei X. Cheng Yun Zi Haowei Yang 89 11 0 26 May 2024
Deep Convolutional Neural Networks Meet Variational Shape Compactness Priors for Image Segmentation Kehui Zhang Lingfeng Li Hao Liu Jing Yuan Xue-Cheng Tai 87 2 0 23 May 2024
Multi-view Remote Sensing Image Segmentation With SAM priors Zipeng Qi Chenyang Liu Zili Liu Hao Chen Yongchang Wu Zhengxia Zou Zhenwei Sh 81 5 0 23 May 2024