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Deep Learning for Scene Classification: A Survey

26 January 2021

Papers citing "Deep Learning for Scene Classification: A Survey"

50 / 55 papers shown

Title
Towards Robust Pattern Recognition: A Review Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 69 109 0 12 Jun 2020
The Unreasonable Effectiveness of Deep Learning in Artificial Intelligence T. Sejnowski 54 298 0 12 Feb 2020
Deep Learning for 3D Point Clouds: A Survey Yulan Guo Hanyun Wang Qingyong Hu Hao Liu Li Liu Bennamoun 3DPC 125 1,687 0 27 Dec 2019
Scene Recognition with Prototype-agnostic Scene Layout Gongwei Chen Xinhang Song Haitao Zeng Shuqiang Jiang 84 56 0 07 Sep 2019
Semantic-Aware Scene Recognition Alejandro López-Cifuentes Marcos Escudero-Viñolo Jesús Bescós Álvaro García-Martín 74 105 0 05 Sep 2019
FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition Hongje Seong Junhyuk Hyun Euntai Kim 48 51 0 17 Jul 2019
Adversarial Training for Free! Ali Shafahi Mahyar Najibi Amin Ghiasi Zheng Xu John P. Dickerson Christoph Studer L. Davis Gavin Taylor Tom Goldstein AAML 139 1,253 0 29 Apr 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 170 716 0 25 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,551 0 20 Dec 2018
Scene Categorization from Contours: Medial Axis Based Salience Measures Morteza Rezanejad Gabriel Downs J. Wilder Dirk Bernhardt-Walther Allan D. Jepson Sven J. Dickinson Kaleem Siddiqi 42 23 0 26 Nov 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 189 2,461 0 06 Sep 2018
From Volcano to Toyshop: Adaptive Discriminative Region Discovery for Scene Recognition Zhengyu Zhao Martha Larson 80 29 0 23 Jul 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 102 2,020 0 10 Feb 2018
From BoW to CNN: Two Decades of Texture Representation for Texture Classification Li Liu Jie Chen Paul Fieguth Guoying Zhao Rama Chellappa M. Pietikäinen 3DV 103 335 0 31 Jan 2018
Scene recognition with CNNs: objects, scales and dataset bias Luis Herranz Shuqiang Jiang Xiangyang Li 86 215 0 21 Jan 2018
Depth CNNs for RGB-D scene recognition: learning from scratch better than transferring from RGB-CNNs Xinhang Song Luis Herranz Shuqiang Jiang 62 67 0 21 Jan 2018
Zero-Shot Deep Domain Adaptation Kuan-Chuan Peng Ziyan Wu Jan Ernst VLM 106 87 0 06 Jul 2017
Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark Timo Hackel Nikolay Savinov Lubor Ladicky Jan Dirk Wegner Konrad Schindler Marc Pollefeys 3DV PINN 3DPC 64 710 0 12 Apr 2017
Remote Sensing Image Scene Classification: Benchmark and State of the Art Gong Cheng Junwei Han Xiaoqiang Lu 108 2,269 0 01 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 719 10,834 0 19 Feb 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 515 4,088 0 14 Feb 2017
Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models Sergey Ioffe BDL 83 540 0 10 Feb 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,641 0 25 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 500 14,384 0 02 Dec 2016
Learning to Navigate in Complex Environments Piotr Wojciech Mirowski Razvan Pascanu Fabio Viola Hubert Soyer Andy Ballard ... Ross Goroshin Laurent Sifre Koray Kavukcuoglu D. Kumaran R. Hadsell 112 880 0 11 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 492 5,385 0 05 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 918 6,799 0 26 Sep 2016
Weakly Supervised PatchNets: Describing and Aggregating Local Patches for Scene Recognition Zhe Wang Limin Wang Yali Wang Bowen Zhang Yu Qiao 90 82 0 01 Sep 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 275 18,298 0 02 Jun 2016
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation Alexander Kolesnikov Christoph H. Lampert SSeg 56 751 0 19 Mar 2016
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification Keiller Nogueira O. A. B. Penatti J. A. dos Santos 82 834 0 04 Feb 2016
Locally-Supervised Deep Hybrid Model for Scene Recognition Sheng Guo Weilin Huang Limin Wang Yu Qiao 75 54 0 27 Jan 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 242 5,237 0 22 Dec 2015
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 256 9,342 0 14 Dec 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,846 0 02 Nov 2015
Harvesting Discriminative Meta Objects with Deep CNN Features for Scene Classification Ruobing Wu Baoyuan Wang Wenping Wang Yizhou Yu 73 125 0 06 Oct 2015
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition Salman H. Khan Munawar Hayat Bennamoun R. Togneri Ferdous Sohel 75 71 0 17 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 405 9,527 0 28 May 2015
Multi-scale recognition with DAG-CNNs Songfan Yang Deva Ramanan BDL 71 205 0 20 May 2015
Object-Scene Convolutional Neural Networks for Event Recognition in Images Limin Wang Zhe Wang Wenbin Du Yu Qiao 86 67 0 02 May 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 233 5,215 0 10 Feb 2015
Object Detectors Emerge in Deep Scene CNNs Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba ObjD 164 1,283 0 22 Dec 2014
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 329 924 0 03 Dec 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 238 8,363 0 06 Nov 2014
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 354 2,243 0 18 Sep 2014
Learning Rich Features from RGB-D Images for Object Detection and Segmentation Saurabh Gupta Ross B. Girshick Pablo Arbeláez Jitendra Malik ObjD 132 1,561 0 22 Jul 2014
Return of the Devil in the Details: Delving Deep into Convolutional Nets Ken Chatfield Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 226 3,420 0 14 May 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 252 16,405 0 30 Apr 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 163 4,949 0 23 Mar 2014
Multi-scale Orderless Pooling of Deep Convolutional Activation Features Yunchao Gong Liwei Wang Ruiqi Guo Svetlana Lazebnik 184 1,090 0 07 Mar 2014