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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
Monocular visual simultaneous localization and mapping: (r)evolution from geometry to deep learning-based pipelines Olaya Álvarez-Tunón Yury Brodskiy Erdal Kayacan 249 6 0 04 Mar 2025
Dictionary-based Framework for Interpretable and Consistent Object Parsing Tiezheng Zhang Qihang Yu Alan Yuille Ju He 136 1 0 26 Feb 2025
SEM-CLIP: Precise Few-Shot Learning for Nanoscale Defect Detection in Scanning Electron Microscope Image Qian Jin Yuqi Jiang Xudong Lu Yumeng Liu Yining Chen Dawei Gao Qi Sun Cheng Zhuo 123 0 0 24 Feb 2025
Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks Mayar Lotfy Anna Alperovich Tommaso Giannantonio Bjorn Barz Xiaohan Zhang ... Nassir Navab F. Boehm Carolin Schwamborn Thomas K. Hoffmann PatrickJ. Schuler 296 1 0 21 Feb 2025
Deep learning based infrared small object segmentation: Challenges and future directions Zhengeng Yang Hongshan Yu Jianjun Zhang Qiang Tang Ajmal Mian 230 3 0 21 Feb 2025
Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials Marjolein Oostrom A. Hagen Nicole LaHaye K. Pazdernik 64 0 0 21 Feb 2025
Multispectral Remote Sensing for Weed Detection in West Australian Agricultural Lands Haitian Wang Muhammad Ibrahim Yumeng Miao D ustin Severtson A. Mansoor Ajmal Mian 252 0 0 12 Feb 2025
LMS-Net: A Learned Mumford-Shah Network For Few-Shot Medical Image Segmentation Shanghang Zhang Fan Jia X. Li Hao Zhang Jun Shi Liyan Ma Shihui Ying 113 0 0 08 Feb 2025
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation Canxuan Gang MedIm ViT 91 0 0 08 Feb 2025
FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting Dongliang Zhou Haijun Zhang Jianghong Ma Jicong Fan Zhao Zhang 393 9 0 03 Feb 2025
Defending against Adversarial Malware Attacks on ML-based Android Malware Detection Systems Ping He Lorenzo Cavallaro Shouling Ji AAML 213 0 0 23 Jan 2025
A margin-based replacement for cross-entropy loss Michael W. Spratling Heiko H. Schütt 160 0 0 21 Jan 2025
Data-driven Detection and Evaluation of Damages in Concrete Structures: Using Deep Learning and Computer Vision Saeid Ataei Saeed Adibnazari Seyyed Taghi Ataei 49 1 0 21 Jan 2025
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks Michael Schwingshackl Fabio Francisco Oberweger Markus Murschitz 80 1 0 20 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 302 27 0 17 Jan 2025
Parking Space Detection in the City of Granada Crespo-Orti Luis Moreno-Cuadrado Isabel Olivares-Martínez Pablo Sanz-Tornero Ximo 58 0 0 11 Jan 2025
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging L. Ruzicka Bernhard Kohn Clemens Heitzinger 222 0 0 10 Jan 2025
Merging Context Clustering with Visual State Space Models for Medical Image Segmentation Yun Zhu Dong Zhang Yi Lin Yifei Feng Jinhui Tang Mamba 99 2 0 03 Jan 2025
H-Net: A Multitask Architecture for Simultaneous 3D Force Estimation and Stereo Semantic Segmentation in Intracardiac Catheters Pedram Fekri M. Zadeh Javad Dargahi 204 1 0 03 Jan 2025
Exploiting Boundary Loss for the Hierarchical Panoptic Segmentation of Plants and Leaves Madeleine Darbyshire Elizabeth I. Sklar Simon Parsons 147 0 0 03 Jan 2025
Dynamic semantic VSLAM with known and unknown objects Sanghyoup Gu Ratnesh Kumar 112 0 0 18 Dec 2024
A comprehensive GeoAI review: Progress, Challenges and Outlooks Anasse Boutayeb Iyad Lahsen-cherif Ahmed El Khadimi 109 0 0 16 Dec 2024
Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives Zeynel A. Samak Philip Clatworthy Majid Mirmehdi 148 2 0 06 Dec 2024
Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts Chenyang Zhu Bin Xiao Lin Shi Shoukun Xu Xu Zheng MoE 176 12 0 05 Dec 2024
Text Change Detection in Multilingual Documents Using Image Comparison Doyoung Park Naresh Reddy Yarram Sunjin Kim Minkyu Kim Seongho Cho Taehee Lee 87 0 0 05 Dec 2024
Measure Anything: Real-time, Multi-stage Vision-based Dimensional Measurement using Segment Anything Y. Lee S. K. Panda Wei Wang M. Jawed 123 0 0 04 Dec 2024
GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing Khawar Islam M. Zaheer Arif Mahmood Karthik Nandakumar Naveed Akhtar DiffM 213 2 0 03 Dec 2024
Multimodal Fusion Learning with Dual Attention for Medical Imaging Joy Dhar Nayyar Zaidi Maryam Haghighat Puneet Goyal Sudipta Roy Azadeh Alavi Vikas Kumar 101 3 0 02 Dec 2024
LoyalDiffusion: A Diffusion Model Guarding Against Data Replication Chenghao Li Yuke Zhang Dake Chen Jingqi Xu Peter A. Beerel 146 1 0 02 Dec 2024
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps Malik Abdul Manan Feng Jinchao Shahzad Ahmed Abdul Raheem 89 1 0 01 Dec 2024
Multi-Task Label Discovery via Hierarchical Task Tokens for Partially Annotated Dense Predictions Jingdong Zhang Hanrong Ye Xin Li Wenping Wang Dan Xu 140 1 0 27 Nov 2024
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation M. Valiuddin R. V. Sloun C.G.A. Viviers Peter H. N. de With Fons van der Sommen UQCV 303 1 0 25 Nov 2024
Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation Yuheng Shi Minjing Dong Chang Xu VLM 125 3 0 14 Nov 2024
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery Ashim Dahal Saydul Akbar Murad Nick Rahimi ViT 198 2 0 14 Nov 2024
Multiscale Graph Construction Using Non-local Cluster Features Reina Kaneko Hayate Kojima Kenta Yanagiya Junya Hara Hiroshi Higashi Yuichi Tanaka 61 0 0 13 Nov 2024
Trends, Challenges, and Future Directions in Deep Learning for Glaucoma: A Systematic Review Mahtab Faraji Homa Rashidisabet George R. Nahass R. Chan Thasarat S Vajaranant Darvin Yi 80 0 0 07 Nov 2024
A Machine Learning Approach for the Efficient Estimation of Ground-Level Air Temperature in Urban Areas Iñigo Delgado-Enales Joshua Lizundia-Loiola Patricia Molina-Costa Javier Del Ser AI4CE 67 0 0 05 Nov 2024
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite Imagery Mohammad Kakooei James Bailie Albin Söderberg Albin Becevic Adel Daoud 54 0 0 05 Nov 2024
OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part Scene Parsing Pranav Gupta Rishubh Singh Pradeep Shenoy Ravikiran Sarvadevabhatla 72 0 0 05 Nov 2024
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering A. M. Adityaja Saurabh J. Shigwan Nitin Kumar MedIm 92 1 0 04 Nov 2024
Towards a Network Expansion Approach for Reliable Brain-Computer Interface Byeong-Hoo Lee Kang Yin 71 0 0 04 Nov 2024
PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation Xinyu Xu Huazhen Liu Huilin Xiong Wenhao Yu Tao Zhang 232 0 0 03 Nov 2024
COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes Muhammad Ali Mamoona Javaid Mubashir Noman Mustansar Fiaz Salman Khan 87 0 0 31 Oct 2024
Transfer Learning in Vocal Education: Technical Evaluation of Limited Samples Describing Mezzo-soprano Zhenyi Hou Xu Zhao Kejie Ye Xinyu Sheng Shanggerile Jiang ... Jiaxing Chen Yan Zou Yuchao Feng Guangyu Fan Xin Yuan DiffM 75 1 0 30 Oct 2024
Training Better Deep Learning Models Using Human Saliency Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka 78 0 0 21 Oct 2024
Automated Road Extraction from Satellite Imagery Integrating Dense Depthwise Dilated Separable Spatial Pyramid Pooling with DeepLabV3+ Arpan Mahara Md Rezaul Karim Khan N. Rishe Wenjia Wang S. M. Sadjadi 85 1 0 18 Oct 2024
SGLP: A Similarity Guided Fast Layer Partition Pruning for Compressing Large Deep Models Yuqi Li Yao Lu Zhihong Zhu Chuanguang Yang Yihao Chen Jianping Gou 76 6 0 14 Oct 2024
Iterative Optimization Annotation Pipeline and ALSS-YOLO-Seg for Efficient Banana Plantation Segmentation in UAV Imagery Ang He Ximei Wu Xing Xu Jing Chen Xiaobin Guo Sheng Xu 76 1 0 09 Oct 2024
Open-RGBT: Open-vocabulary RGB-T Zero-shot Semantic Segmentation in Open-world Environments Meng Yu Luojie Yang Xunjie He Yi Yang Yufeng Yue VLM 75 0 0 09 Oct 2024
UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters Kovvuri Sai Gopal Reddy Bodduluri Saran A. M. Adityaja Saurabh J. Shigwan Nitin Kumar Snehasis Mukherjee 115 1 0 08 Oct 2024