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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
Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery Willow Liu Shuxin Qiao K. Gao Hongjie He M. Chapman Linlin Xu Jonathan Li 128 0 0 08 Oct 2024
A Parameter Update Balancing Algorithm for Multi-task Ranking Models in Recommendation Systems Jun Yuan Guohao Cai Zhenhua Dong 220 0 0 08 Oct 2024
A Deep Learning-Based Approach for Mangrove Monitoring Lucas José Velôso de Souza Ingrid Valverde Reis Zreik Adrien Salem-Sermanet Nacéra Seghouani Lionel Pourchier 41 0 0 07 Oct 2024
Deep learning-based Visual Measurement Extraction within an Adaptive Digital Twin Framework from Limited Data Using Transfer Learning Mehrdad Shafiei Dizaji MedIm 42 0 0 07 Oct 2024
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation Divya J. Bajpai M. Hanawal VLM 71 4 0 06 Oct 2024
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer Jingjing Ren Xiaoyong Zhang Lina Zhang 73 0 0 03 Oct 2024
DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images Jin Yang Daniel S. Marcus Aristeidis Sotiras 60 0 0 03 Oct 2024
Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network Yangyang Qiu Guoan Xu Guangwei Gao Zhenhua Guo Yi Yu Chia-Wen Lin 251 0 0 03 Oct 2024
[Re] Network Deconvolution Rochana R. Obadage Kumushini Thennakoon Sarah M. Rajtmajer Jian Wu 79 0 0 02 Oct 2024
Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer Vlatko Spasev I. Dimitrovski Ivan Chorbev Ivan Kitanovski 72 0 0 01 Oct 2024
Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation Aleyna Kütük Tevfik Metin Sezgin 121 2 0 30 Sep 2024
Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Rongguang Ye Shuai Wang Guangxu Zhu Yik-Chung Wu 85 6 0 29 Sep 2024
Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images Maryam Tavakol Elahi 92 0 0 28 Sep 2024
Real-Time Pedestrian Detection on IoT Edge Devices: A Lightweight Deep Learning Approach Muhammad Dany Alfikri Rafael Kaliski 42 1 0 24 Sep 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 278 1 0 20 Sep 2024
PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation Xiaogang Du Dongxin Gu Tao Lei Yipeng Jiao Yibin Zou MedIm 61 1 0 19 Sep 2024
Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection Weijie He Runyuan Bao Yiru Cang Jianjun Wei Yang Zhang Jiacheng Hu ViT MedIm 49 5 0 18 Sep 2024
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images Wentao Wang Xili Wang SSeg 98 3 0 16 Sep 2024
Semantic2D: A Semantic Dataset for 2D Lidar Semantic Segmentation Zhanteng Xie P. Dames 3DPC 3DV 89 1 0 15 Sep 2024
High Definition Map Mapping and Update: A General Overview and Future Directions Benny Wijaya Kun Jiang Mengmeng Yang Tuopu Wen Yunlong Wang Xuewei Tang Zheng Fu Taohua Zhou Diange Yang 116 0 0 15 Sep 2024
Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks Debjyoti Mondal Rahul Mishra Chandan Pandey 87 0 0 10 Sep 2024
Advancements in Gesture Recognition Techniques and Machine Learning for Enhanced Human-Robot Interaction: A Comprehensive Review Sajjad Hussain Khizer Saeed Almas Baimagambetov S. Rab Md Saad 46 0 0 10 Sep 2024
A foundation model enpowered by a multi-modal prompt engine for universal seismic geobody interpretation across surveys Hang Gao Xinming Wu Luming Liang Hanlin Sheng Xu Si Gao Hui Yaxing Li AI4CE 74 2 0 08 Sep 2024
TG-LMM: Enhancing Medical Image Segmentation Accuracy through Text-Guided Large Multi-Modal Model Yihao Zhao Enhao Zhong Cuiyun Yuan Yang Li Man Zhao Chunxia Li Jun Hu Chenbin Liu VLM MedIm 93 0 0 05 Sep 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie Fahad Shahbaz Khan Yanwei Pang DiffM 109 1 0 05 Sep 2024
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure June Moh Goo Xenios Milidonis Alessandro Artusi Jan Boehm Carlo Ciliberto 70 7 0 04 Sep 2024
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images Sina Derakhshandeh Ali Mahloojifar 124 1 0 01 Sep 2024
Dynamical system prediction from sparse observations using deep neural networks with Voronoi tessellation and physics constraint Hanyang Wang Hao Zhou Sibo Cheng AI4CE 80 8 0 31 Aug 2024
Machine Learning Framework for High-Resolution Air Temperature Downscaling Using LiDAR-Derived Urban Morphological Features Fatemeh Chajaei Hossein Bagheri AI4CE 82 9 0 31 Aug 2024
Rethinking Sparse Lexical Representations for Image Retrieval in the Age of Rising Multi-Modal Large Language Models K. Nakata Daisuke Miyashita Youyang Ng Yasuto Hoshi J. Deguchi 71 0 0 29 Aug 2024
Self-Parameterization Based Multi-Resolution Mesh Convolution Networks Shi Hezi Jiang Luo Zheng Jianmin Zeng Jun AI4CE 70 1 0 25 Aug 2024
Frequency-aware Feature Fusion for Dense Image Prediction Linwei Chen Ying Fu Lin Gu Chenggang Yan Tatsuya Harada Gao Huang 3DV 126 35 0 23 Aug 2024
Accuracy Improvement of Cell Image Segmentation Using Feedback Former Hinako Mitsuoka Kazuhiro Hotta ViT MedIm 252 0 0 23 Aug 2024
Segment-Anything Models Achieve Zero-shot Robustness in Autonomous Driving Jun Yan Pengyu Wang Danni Wang Weiquan Huang Daniel Watzenig Huilin Yin AAML VLM 81 4 0 19 Aug 2024
Analytical Uncertainty-Based Loss Weighting in Multi-Task Learning Lukas Kirchdorfer Cathrin Elich Simon Kutsche Heiner Stuckenschmidt Lukas Schott Jan M. Kohler 80 5 0 15 Aug 2024
An Effective Information Theoretic Framework for Channel Pruning Yihao Chen Zefang Wang 90 3 0 14 Aug 2024
Segment Using Just One Example Pratik Vora Sudipan Saha VLM 75 1 0 14 Aug 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation Jingyun Wang Guoliang Kang VLM SSL 109 7 0 13 Aug 2024
Specialized Change Detection using Segment Anything Tahir Ahmad Sudipan Saha 81 0 0 13 Aug 2024
S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation Jay N. Paranjape S. Sikder S. Swaroop Vedula Vishal M. Patel VLM MedIm 109 5 0 12 Aug 2024
Embodied Uncertainty-Aware Object Segmentation Xiaolin Fang Leslie Pack Kaelbling Tomás Lozano-Pérez 65 6 0 08 Aug 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Ankang Lu Lanyun Zhu Chaotao Ding Chunan Yu Deyi Ji Ziyue Li Lingyun Sun Papa Mao Ying Zang VLM MedIm 109 26 0 08 Aug 2024
Post-Mortem Human Iris Segmentation Analysis with Deep Learning Afzal Hossain Tipu Sultan Stephanie Schuckers CVBM 67 1 0 06 Aug 2024
Lesion Elevation Prediction from Skin Images Improves Diagnosis Kumar Abhishek Ghassan Hamarneh 46 0 0 05 Aug 2024
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives Lei Ma Ziyun Yan Mengmeng Li Tao Liu Liqin Tan ... Weiqiang He Ruikun Wang Guangjun He Heng Lu Thomas Blaschke 91 1 0 02 Aug 2024
Accelerating Full Waveform Inversion By Transfer Learning Divya Singh L. Herrmann Qing Sun Kapal Dev Felix Dietrich Stefan Kollmannsberger 63 3 0 01 Aug 2024
Efficient Pareto Manifold Learning with Low-Rank Structure Weiyu Chen James T. Kwok 83 8 0 30 Jul 2024
Learning Ordinality in Semantic Segmentation Rafael Cristino Ricardo P. M. Cruz Jaime S. Cardoso 521 0 0 30 Jul 2024
Polyp segmentation in colonoscopy images using DeepLabV3++ A. Muzahidul Islam Sadia Shakiba Bhuiyan Mysun Mashira Md. Rayhan Ahmed Salekul Islam Swakkhar Shatabda 144 2 0 27 Jul 2024
Sparse Refinement for Efficient High-Resolution Semantic Segmentation Zhijian Liu Zhuoyang Zhang Samir Khaki Shang Yang Haotian Tang Chenfeng Xu Kurt Keutzer Song Han SSeg 101 1 0 26 Jul 2024