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 / 2,224 papers shown

Title
Deep Multi-modal Object Detection and Semantic Segmentation for Autonomous Driving: Datasets, Methods, and Challenges Di Feng Christian Haase-Schuetz Lars Rosenbaum Heinz Hertlein Claudius Gläser Fabian Duffhauss W. Wiesbeck Klaus C. J. Dietmayer 3DPC 50 993 0 21 Feb 2019
An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutions Sercan Turkmen J. Heikkilä SSeg 27 23 0 20 Feb 2019
2017 Robotic Instrument Segmentation Challenge M. Allan Alexey A. Shvets T. Kurmann Zichen Zhang Rahul Duggal ... Jian Yang Danail Stoyanov Lena Maier-Hein Stefanie Speidel M. Azizian 41 228 0 18 Feb 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 43 189 0 13 Feb 2019
Single Network Panoptic Segmentation for Street Scene Understanding Daan de Geus Panagiotis Meletis Gijs Dubbelman SSeg 26 18 0 07 Feb 2019
Dynamic-Weighted Simplex Strategy for Learning Enabled Cyber Physical Systems Shreyas Ramakrishna Charles Hartsell Matthew P. Burruss G. Karsai A. Dubey 29 14 0 06 Feb 2019
DeepIrisNet2: Learning Deep-IrisCodes from Scratch for Segmentation-Robust Visible Wavelength and Near Infrared Iris Recognition A. Gangwar Akanksha Joshi Padmaja Joshi Ramachandra Raghavendra 11 11 0 06 Feb 2019
Combining Physically-Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn from Mismatch? A. Sun B. Scanlon Zizhan Zhang David Walling S. Bhanja A. Mukherjee Zhi Zhong AI4Cl 22 141 0 31 Jan 2019
On Intra-Class Variance for Deep Learning of Classifiers Rafal Pilarczyk W. Skarbek 21 11 0 31 Jan 2019
Real-world Mapping of Gaze Fixations Using Instance Segmentation for Road Construction Safety Applications Idris Jeelani Khashayar Asadi Hariharan Ramshankar Kevin K. Han A. Albert 21 5 0 30 Jan 2019
Application of Decision Rules for Handling Class Imbalance in Semantic Segmentation Robin Shing Moon Chan Matthias Rottmann Fabian Hüger Peter Schlicht Hanno Gottschalk SSeg 27 40 0 24 Jan 2019
Random Forest with Learned Representations for Semantic Segmentation Byeongkeun Kang Truong Thao Nguyen 28 30 0 23 Jan 2019
SUMNet: Fully Convolutional Model for Fast Segmentation of Anatomical Structures in Ultrasound Volumes Sumanth Nandamuri D. China Pabitra Mitra Debdoot Sheet 33 35 0 21 Jan 2019
Design of Real-time Semantic Segmentation Decoder for Automated Driving Arindam Das S. Kandan S. Yogamani P. Krízek 28 12 0 19 Jan 2019
Feature Pyramid and Hierarchical Boosting Network for Pavement Crack Detection Fan Yang Lei Zhang Sijia Yu Danil Prokhorov Xue Mei Haibin Ling 24 700 0 18 Jan 2019
Learning Mutually Local-global U-nets For High-resolution Retinal Lesion Segmentation in Fundus Images Zizheng Yan Xiaoguang Han Changmiao Wang Yuda Qiu Zixiang Xiong Shuguang Cui SSeg 22 58 0 18 Jan 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 75 2,276 0 17 Jan 2019
AuxNet: Auxiliary tasks enhanced Semantic Segmentation for Automated Driving Sumanth Chennupati Ganesh Sistu S. Yogamani S. Rawashdeh 17 46 0 17 Jan 2019
Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Hugo Oliveira E. Ferreira J. A. dos Santos MedIm 21 14 0 16 Jan 2019
River Ice Segmentation with Deep Learning Abhineet Singh H. Kalke M. Loewen Nilanjan Ray SSeg 14 46 0 14 Jan 2019
SteganoGAN: High Capacity Image Steganography with GANs Ke-Yue Zhang Alfredo Cuesta-Infante Lei Xu K. Veeramachaneni GAN 24 208 0 12 Jan 2019
Optical Flow augmented Semantic Segmentation networks for Automated Driving Hazem Rashed S. Yogamani Ahmad El-Sallab P. Krízek Mohamed El-Helw 3DPC 34 31 0 11 Jan 2019
Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems Ruimeng Hu OOD 16 12 0 11 Jan 2019
Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet H. Nguyen Tai Nhu Do In-Seop Na Soohyung Kim SSeg 23 10 0 11 Jan 2019
Unsupervised Moving Object Detection via Contextual Information Separation Yanchao Yang Antonio Loquercio Davide Scaramuzza Stefano Soatto GAN 30 126 0 10 Jan 2019
Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks Ezequiel de la Rosa D. Sidibé Thomas Decourselle T. Leclercq A. Cochet A. Lalande 24 16 0 09 Jan 2019
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples Jeffery Kinnison Mateusz Trokielewicz Camila Carballo A. Czajka Walter J. Scheirer CVBM 27 14 0 06 Jan 2019
Adversarial Examples Versus Cloud-based Detectors: A Black-box Empirical Study Xurong Li S. Ji Men Han Juntao Ji Zhenyu Ren Yushan Liu Chunming Wu AAML 29 31 0 04 Jan 2019
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks Daniel Kerrigan Mateusz Trokielewicz A. Czajka Kevin W. Bowyer CVBM 20 29 0 04 Jan 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 25 81 0 30 Dec 2018
Deep learning electromagnetic inversion with convolutional neural networks V. Puzyrev AI4CE 17 194 0 26 Dec 2018
Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning Deepak Mittal S. Bhardwaj Mitesh M. Khapra Balaraman Ravindran 3DPC 36 31 0 26 Dec 2018
A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation Kai Wang Yimin Lin Luowei Wang Liming Han Minjie Hua Xiang Wang Kai Wang Bill Huang SSeg 33 28 0 25 Dec 2018
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Yang Zhang P. David H. Foroosh Boqing Gong SSeg 25 132 0 24 Dec 2018
Learning On-Road Visual Control for Self-Driving Vehicles with Auxiliary Tasks Yilun Chen Praveen Palanisamy P. Mudalige Katharina Muelling John M. Dolan 29 24 0 19 Dec 2018
Learning Direct Optimization for Scene Understanding Lukasz Romaszko Christopher K. I. Williams J. Winn 22 7 0 18 Dec 2018
Retinal vessel segmentation based on Fully Convolutional Neural Networks Américo Oliveira Sérgio Pereira Carlos Alberto Silva MedIm 27 262 0 18 Dec 2018
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images S. Graham Q. Vu S. Raza A. Azam Yee Wah Tsang J. T. Kwak Nasir M. Rajpoot 36 1,008 0 16 Dec 2018
Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation Cheng Bian Xin Yang Jianqiang Ma Shen Zheng Yu-An Liu R. Nezafat Pheng-Ann Heng Yefeng Zheng 26 36 0 14 Dec 2018
C3: Concentrated-Comprehensive Convolution and its application to semantic segmentation Hyojin Park Y. Yoo Geonseok Seo Dongyoon Han Sangdoo Yun Nojun Kwak SSeg 30 9 0 12 Dec 2018
Artificial Intelligence Assisted Infrastructure Assessment Using Mixed Reality Systems Enes Karaaslan Ulas Bagci F. Catbas 24 62 0 09 Dec 2018
Segmentation-driven 6D Object Pose Estimation Yinlin Hu Joachim Hugonot Pascal Fua Mathieu Salzmann 3DPC 28 279 0 06 Dec 2018
Improving Semantic Segmentation via Video Propagation and Label Relaxation Yi Zhu Karan Sapra F. Reda Kevin J. Shih Shawn D. Newsam Andrew Tao Bryan Catanzaro 56 382 0 04 Dec 2018
The Right (Angled) Perspective: Improving the Understanding of Road Scenes Using Boosted Inverse Perspective Mapping Tom Bruls Horia Porav Lars Kunze Paul Newman 40 37 0 03 Dec 2018
SUSAN: Segment Unannotated image Structure using Adversarial Network Fang Liu GAN MedIm 61 56 0 03 Dec 2018
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets Joseph Aylett-Bullock C. Cuesta-Lázaro Arnau Quera-Bofarull 27 101 0 03 Dec 2018
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation Jishnu Mukhoti Y. Gal UQCV BDL 33 220 0 30 Nov 2018
Partial Convolution based Padding Guilin Liu Kevin J. Shih Ting-Chun Wang F. Reda Karan Sapra Zhiding Yu Andrew Tao Bryan Catanzaro VLM 32 91 0 28 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network Sachin Mehta Mohammad Rastegari Linda G. Shapiro Hannaneh Hajishirzi VLM 31 394 0 28 Nov 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 27 1,617 0 25 Nov 2018