A Review on Deep Learning Techniques Applied to Semantic Segmentation

22 April 2017

Alberto Garcia-Garcia

Sergio Orts

Sergiu Oprea

Victor Villena-Martinez

Jose Garcia-Rodriguez

3DV

SSeg

ArXiv PDF HTML

Papers citing "A Review on Deep Learning Techniques Applied to Semantic Segmentation"

50 / 242 papers shown

Title
Multi-task GANs for Semantic Segmentation and Depth Completion with Cycle Consistency Chongzhen Zhang Yang Tang Chaoqiang Zhao Qiyu Sun Zhencheng Ye Jürgen Kurths 11 35 0 29 Nov 2020
STCNet: Spatio-Temporal Cross Network for Industrial Smoke Detection Yichao Cao Qingfei Tang Xiaobo Lu Fan Li Jinde Cao 6 3 0 10 Nov 2020
Kimera-Multi: a System for Distributed Multi-Robot Metric-Semantic Simultaneous Localization and Mapping Yun Chang Yulun Tian Jonathan P. How Luca Carlone 6 68 0 08 Nov 2020
Tissue characterization based on the analysis on i3DUS data for diagnosis support in neurosurgery Moucheng Xu 6 0 0 24 Oct 2020
Fully Automatic Wound Segmentation with Deep Convolutional Neural Networks Chuanbo Wang D. Anisuzzaman Victor Williamson M. K. Dhar Behrouz Rostami J. Niezgoda Sandeep Gopalakrishnan Zeyun Yu 20 148 0 12 Oct 2020
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings Kun Zhao Yongkun Liu Siyuan Hao Shaoxing Lu Hongbin Liu Lijian Zhou 15 20 0 03 Oct 2020
Computing Systems for Autonomous Driving: State-of-the-Art and Challenges Liangkai Liu Sidi Lu Ren Zhong Baofu Wu Yongtao Yao Qingyan Zhang Weisong Shi 12 263 0 30 Sep 2020
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing Ping Lang Xiongjun Fu M. Martorella Jian Dong Rui Qin Xianpeng Meng M. Xie 8 39 0 29 Sep 2020
Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective G. R. Machado Eugênio Silva R. Goldschmidt AAML 22 154 0 08 Sep 2020
Local Temperature Scaling for Probability Calibration Zhipeng Ding Xu Han Peirong Liu Marc Niethammer 19 77 0 12 Aug 2020
Dynamic Object Tracking and Masking for Visual SLAM Jonathan Vincent Mathieu Labbé Jean-Samuel Lauzon François Grondin Pier-Marc Comtois-Rivet François Michaud 12 35 0 31 Jul 2020
Applying Semantic Segmentation to Autonomous Cars in the Snowy Environment Zhaoyu Pan T. Emaru Ankit A. Ravankar Yukinori Kobayashi 14 8 0 25 Jul 2020
Attend and Segment: Attention Guided Active Semantic Segmentation Soroush Seifi Tinne Tuytelaars 23 13 0 22 Jul 2020
An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis Alexander Treiss J. Walk Niklas Kühl UQCV 9 9 0 14 Jul 2020
Spatial Semantic Embedding Network: Fast 3D Instance Segmentation with Deep Metric Learning Dongsu Zhang Junha Chun S. Cha Y. Kim 3DPC SSeg 3DV 21 14 0 07 Jul 2020
A Hybrid Framework for Matching Printing Design Files to Product Photos Alper Kaplan Erdem Akagündüz 6 0 0 09 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 19 25 0 08 Jun 2020
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images Navid Alemi Koohbanani Mostafa Jahanifar Neda Zamani Tajadin Nasir M. Rajpoot 11 121 0 29 May 2020
Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis Yu Song Zilong Huang Chuanyue Shen Humphrey Shi D. Lange SSeg 19 80 0 21 May 2020
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review Ying Li Lingfei Ma Zilong Zhong Fei Liu Dongpu Cao Jonathan Li M. Chapman 3DPC 12 390 0 20 May 2020
Online Monitoring for Neural Network Based Monocular Pedestrian Pose Estimation Arjun Gupta Luca Carlone 3DH 12 8 0 11 May 2020
Detecting and Counting Pistachios based on Deep Learning Mohammad Rahimzadeh Abolfazl Attar 6 6 0 08 May 2020
Small, Sparse, but Substantial: Techniques for Segmenting Small Agricultural Fields Using Sparse Ground Data S. Marvaniya Umamaheswari Devi J. Hazra Shashank Mujumdar Nitin Gupta 51 13 0 05 May 2020
CAggNet: Crossing Aggregation Network for Medical Image Segmentation Xu Cao Yanghao Lin SSeg 12 8 0 16 Apr 2020
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images H. Abdallah Asiri G. Liyanaarachchi Maranda Saigh Samantha Silvers S. Arslanturk D. Taatjes L. Larsson B. Jena D. Gatti SSeg 9 9 0 14 Apr 2020
Semantic Segmentation of Underwater Imagery: Dataset and Benchmark M. Islam Chelsey Edge Yuyang Xiao Peigen Luo Muntaqim Mehtaz Christopher Morse Sadman Sakib Enan Junaed Sattar VLM 3DV 6 205 0 02 Apr 2020
Scene Context Based Semantic Segmentation for 3D LiDAR Data in Dynamic Scene Jilin Mei Huijing Zhao 3DPC 11 1 0 31 Mar 2020
Real-Time Fruit Recognition and Grasping Estimation for Autonomous Apple Harvesting Hanwen Kang Chao Chen 11 110 0 30 Mar 2020
Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network Senlin Yang Zhengfang Wang Jing Wang Anthony G. Cohn Jiaqi Zhang Peng-Tao Jiang L. Nie Q. Sui 11 33 0 29 Mar 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 20 20 0 29 Mar 2020
Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection Alexander Naumann Laura Dörr Niels Ole Salscheider K. Furmans 11 9 0 28 Mar 2020
Enhanced Self-Perception in Mixed Reality: Egocentric Arm Segmentation and Database with Automatic Labelling Ester González-Sosa Pablo Pérez Ruben Tolosana R. Kachach Á. Villegas EgoV 6 15 0 27 Mar 2020
Recurrent convolutional neural networks for mandible segmentation from computed tomography Bingjiang Qiu Jiapan Guo J. Kraeima H. Glas R. Borra M. Witjes P. V. van Ooijen MedIm 20 10 0 13 Mar 2020
Gastric histopathology image segmentation using a hierarchical conditional random field Changhao Sun Chen Li Jinghua Zhang Muhammad Rahaman Shiliang Ai Hao Chen Frank Kulwa Yixin Li Xiaoyan Li Tao Jiang 29 46 0 03 Mar 2020
Shallow2Deep: Indoor Scene Modeling by Single Image Understanding Y. Nie Shihui Guo Jian Chang Xiaoguang Han Jiahui Huang Shimin Hu Jianjun Zhang 3DPC 3DV 7 15 0 22 Feb 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF) Qingyu Li Yilei Shi Xin Huang Xiaoxiang Zhu 20 65 0 11 Feb 2020
Visual Perception and Modelling in Unstructured Orchard for Apple Harvesting Robots Hanwen Kang Chao Chen 18 68 0 29 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 17 188 0 21 Dec 2019
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks B. Chatterjee Charalambos (Charis) Poullis SSeg 6 16 0 19 Dec 2019
Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning Semantic Segmentation Models S. Šćepanović O. Antropov Pekka Laurila Y. Rauste V. Ignatenko J. Praks SSeg 8 39 0 11 Dec 2019
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images Yi Zhou Boyang Wang Xiaodong He Shanshan Cui Ling Shao GAN MedIm 11 91 0 10 Dec 2019
Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic Segmentation Bruno Artacho Andreas E. Savakis SSeg 6 50 0 06 Dec 2019
Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards Hanwen Kang Chao Chen 11 160 0 28 Nov 2019
Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation Maps Umaseh Sivanesan Luis H. Braga R. Sonnadara Kiret Dhindsa GAN MedIm 9 12 0 12 Nov 2019
Knowledge Distillation for Incremental Learning in Semantic Segmentation Umberto Michieli Pietro Zanuttigh CLL VLM 13 98 0 08 Nov 2019
Auto-Annotation Quality Prediction for Semi-Supervised Learning with Ensembles Dror Simon Miriam Farber Roman Goldenberg 8 4 0 30 Oct 2019
Driving Datasets Literature Review Charles-Éric Noel Laflamme Franccois Pomerleau Philippe Giguère 18 19 0 26 Oct 2019
Clinical Concept Extraction: a Methodology Review S. Fu David C. Chen Huan He Sijia Liu Sungrim Moon ... Yanshan Wang Andrew Wen Yiqing Zhao S. Sohn Hongfang Liu 9 3 0 24 Oct 2019
Automatic Lumbar Spinal CT Image Segmentation with a Dual Densely Connected U-Net He Tang Xiaobing Pei Shilong Huang Xin Li Chao Liu 11 16 0 21 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 31 666 0 16 Oct 2019