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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"

50 / 2,601 papers shown

Title
Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels Hannah Kerner Saketh Sundar Mathan Satish 84 9 0 29 Mar 2024
Transformers-based architectures for stroke segmentation: A review Yalda Zafari-Ghadim Essam A. Rashed M. Mabrok MedIm 69 2 0 27 Mar 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Zorah Lähner Laura Leal-Taixé DiffM 107 26 0 25 Mar 2024
Enabling Uncertainty Estimation in Iterative Neural Networks Nikita Durasov Doruk Öner Jonathan Donier Hieu M. Le Pascal Fua UQCV 247 9 0 25 Mar 2024
Multi-Task Learning with Multi-Task Optimization Lu Bai Abhishek Gupta Yew-Soon Ong 52 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 90 0 0 24 Mar 2024
A2DMN: Anatomy-Aware Dilated Multiscale Network for Breast Ultrasound Semantic Segmentation Kyle Lucke Aleksandar Vakanski Min Xian 102 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 79 0 0 21 Mar 2024
PECI-Net: Bolus segmentation from video fluoroscopic swallowing study images using preprocessing ensemble and cascaded inference Dougho Park Younghun Kim Harim Kang Junmyeoung Lee Jinyoung Choi Taeyeon Kim Sangeok Lee Seokil Son Minsol Kim Injung Kim 51 3 0 21 Mar 2024
Train Ego-Path Detection on Railway Tracks Using End-to-End Deep Learning Thomas Laurent 125 2 0 19 Mar 2024
Fuzzy Rank-based Late Fusion Technique for Cytology image Segmentation Soumyajyoti Dey S. Chakraborty Utso Guha Roy Nibaran Das 64 2 0 16 Mar 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Hongyuan Yu Cheng Wan Mengchen Liu Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 128 6 0 15 Mar 2024
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation Lipei Zhang Yanqi Cheng Lihao Liu Carola-Bibiane Schönlieb Angelica I Aviles-Rivero AI4CE 89 10 0 14 Mar 2024
P2LHAP:Wearable sensor-based human activity recognition, segmentation and forecast through Patch-to-Label Seq2Seq Transformer Shuangjian Li Tao Zhu Mingxing Nie Huansheng Ning Zhenyu Liu L. Chen AI4TS 81 0 0 13 Mar 2024
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation Bianca-Cerasela-Zelia Blaga S. Nedevschi 62 0 0 11 Mar 2024
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery Jingru Zhu Ya Guo Geng Sun Liang Hong Jie Chen 76 3 0 06 Mar 2024
Deep Common Feature Mining for Efficient Video Semantic Segmentation Yaoyan Zheng Hongyu Yang Di Huang 77 0 0 05 Mar 2024
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks Zijian Huang Wenda Chu Linyi Li Chejian Xu Yue Liu AAML 99 0 0 04 Mar 2024
Feature boosting with efficient attention for scene parsing Vivek Singh Shailza Sharma Fabio Cuzzolin 62 0 0 29 Feb 2024
SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility Awareness for Freespace Detection Yi Feng Yu Ma Qijun Chen Ioannis Pitas Rui Fan 94 6 0 29 Feb 2024
From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments K. J. Oguine R. Soberanis-Mukul Nathan G. Drenkow Mathias Unberath MedIm 74 7 0 28 Feb 2024
Fair Resource Allocation in Multi-Task Learning Hao Ban Kaiyi Ji 80 14 0 23 Feb 2024
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model Claudia Cuttano A. Tavera Fabio Cermelli Giuseppe Averta Barbara Caputo 85 0 0 20 Feb 2024
Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey Anju Rani D. O. Arroyo Petar Durdevic 3DPC 123 13 0 20 Feb 2024
A Multispectral Automated Transfer Technique (MATT) for machine-driven image labeling utilizing the Segment Anything Model (SAM) James E. Gallagher Aryav Gogia E. Oughton VLM 83 8 0 18 Feb 2024
Predicting Maximum Permitted Process Forces for Object Grasping and Manipulation Using a Deep Learning Regression Model S. Wucherer R. McMurray K. Y. Ng F. Kerber 67 1 0 18 Feb 2024
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping Shiqi Yang Hanlin Qin Shuai Yuan Xiang Yan Hossein Rahmani 83 8 0 14 Feb 2024
Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation Ge Shi Zhili Yang 3DPC OCL VOS 26 1 0 14 Feb 2024
BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation Omid Nejati Manzari Javad Mirzapour Kaleybar Hooman Saadat Shahin Maleki ViT MedIm 72 11 0 13 Feb 2024
Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging Kwanseok Oh Jieun Lee Da-Woon Heo Dinggang Shen Heung-Il Suk 58 0 0 13 Feb 2024
Hybridnet for depth estimation and semantic segmentation Dalila Sánchez-Escobedo Xiao Lin J. Casas M. Pardàs SSeg MDE 128 9 0 09 Feb 2024
Iris-SAM: Iris Segmentation Using a Foundation Model Parisa Farmanifard Arun Ross VLM 71 8 0 09 Feb 2024
Early Fusion of Features for Semantic Segmentation Anupam Gupta Ashok Krishnamurthy Lisa Singh SSeg 75 0 0 08 Feb 2024
Savvy: Trustworthy Autonomous Vehicles Architecture Ali Shoker Rehana Yasmin Paulo Esteves-Verissimo 84 0 0 08 Feb 2024
On the Effect of Image Resolution on Semantic Segmentation Ritambhara Singh Abhishek Jain Pietro Perona Shivani Agarwal Junfeng Yang SSeg 64 1 0 08 Feb 2024
Knowledge Distillation for Road Detection based on cross-model Semi-Supervised Learning Wanli Ma Oktay Karakuş Paul L. Rosin 54 2 0 07 Feb 2024
Multi-Scale Semantic Segmentation with Modified MBConv Blocks Xi Chen Yang Cai Yuan Wu Bo Xiong Taesung Park SSeg 76 0 0 07 Feb 2024
A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network F. Pernas M. Martínez-Zarzuela M. Antón-Rodríguez D. G. Ortega 105 360 0 04 Feb 2024
Exploiting Low-level Representations for Ultra-Fast Road Segmentation Huan Zhou Feng Xue Yucong Li Shi Gong Yiqun Li Yu Zhou AI4TS SSeg 118 4 0 04 Feb 2024
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation Network Yanhua Zhang Ke Zhang Jingyu Wang Yulin Wu Wuwei Wang 87 0 0 03 Feb 2024
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets Lei Xu Moncef Gabbouj GAN 78 2 0 03 Feb 2024
Robust Multi-Task Learning with Excess Risks Yifei He Shiji Zhou Guojun Zhang Hyokun Yun Yi Tian Xu Belinda Zeng Trishul Chilimbi Han Zhao 83 11 0 03 Feb 2024
OmniSCV: An Omnidirectional Synthetic Image Generator for Computer Vision Bruno Berenguel-Baeta J. Bermudez-Cameo Jose J. Guerrero 59 12 0 30 Jan 2024
Segmentation and Characterization of Macerated Fibers and Vessels Using Deep Learning Saqib Qamar Abu Imran Baba Stéphane Verger Magnus Andersson 40 3 0 30 Jan 2024
UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image Restoration Nachuan Ma Rui Fan Lihua Xie 60 6 0 28 Jan 2024
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans Ye Zhang Yulu Gong Dongji Cui Xinrui Li Xinyu Shen 81 33 0 27 Jan 2024
Tyche: Stochastic In-Context Learning for Medical Image Segmentation Marianne Rakic Hallee E. Wong Jose Javier Gonzalez Ortiz Beth Cimini John Guttag Adrian V. Dalca 97 12 0 24 Jan 2024
Segmentation of tibiofemoral joint tissues from knee MRI using MtRA-Unet and incorporating shape information: Data from the Osteoarthritis Initiative Akshay Daydar Alik Pramanick Arijit Sur Subramani Kanagaraj 36 0 0 23 Jan 2024
Secure Federated Learning Approaches to Diagnosing COVID-19 Rittika Adhikari Christopher Settles FedML OOD 77 1 0 23 Jan 2024
Collaborative Position Reasoning Network for Referring Image Segmentation Jianjian Cao Beiya Dai Yulin Li Xiameng Qin Jingdong Wang 110 0 0 22 Jan 2024