Keyword

scene classification

Description: A computer vision task that assigns semantic categories to images or regions depicting real-world environments and their visual contents.

Primary topic: Advanced Image and Video Retrieval Techniques (20%)

OpenAlex ID: keywords/scene-classification

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

2006 · S. Lazebnik, C. Schmid, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 7,894

Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope

2001 · Aude Oliva, Antonio Torralba · International Journal of Computer Vision · 6,323

CNN Features Off-the-Shelf: An Astounding Baseline for Recognition

2014 · Ali Sharif Razavian, Hossein Azizpour, et al. · IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 4,411

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

2013 · Donahue, Jeff, Jia, Yangqing, et al. · arXiv (Cornell University) · 4,018

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Places: A 10 Million Image Database for Scene Recognition

2017 · Bolei Zhou, Agata Lapedriza, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 3,980

A Bayesian Hierarchical Model for Learning Natural Scene Categories

2005 · Fei-Fei Li, P. Perona · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,655

SUN database: Large-scale scene recognition from abbey to zoo

2010 · Jianxiong Xiao, James Hays, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,283

Learning Deep Features for Scene Recognition using Places Database

2014 · Bolei Zhou, Agata Lapedriza, et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2,533

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Deep learning in remote sensing applications: A meta-analysis and review

2019 · Lei Ma, Yu Liu, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2,438

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Learning multi-label scene classification

2004 · Matthew R. Boutell, Jiebo Luo, et al. · Pattern Recognition · 2,355

80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition

2008 · A. Torralba, R. Fergus, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,921

Evaluating Color Descriptors for Object and Scene Recognition

2009 · Koen E A van de Sande, T Gevers, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,783

LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop

2015 · Yu, Fisher, Seff, Ari, et al. · arXiv (Cornell University) · 1,339

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Modeling attention to salient proto-objects

2006 · Dirk Walther, Christof Koch · Neural Networks · 1,249

Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition

2013 · Zhuolin Jiang, Zhe Lin, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,222

Actions in context

2009 · Marcin Marszalek, Ivan Laptev, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,202

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

2015 · Fan Hu, Gui-Song Xia, et al. · Remote Sensing · 1,195

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Parsing Natural Scenes and Natural Language with Recursive Neural Networks

2011 · Richard Socher, Cliff Chiung-Yu Lin, et al. · 1,192

Large-Scale Long-Tailed Recognition in an Open World

2019 · Ziwei Liu, Zhongqi Miao, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,174

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Learning mid-level features for recognition

2010 · Y-Lan Boureau, Francis Bach, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,069

Multi-scale Orderless Pooling of Deep Convolutional Activation Features

2014 · Yunchao Gong, Liwei Wang, et al. · Lecture notes in computer science · 1,062

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SpectralGPT: Spectral Remote Sensing Foundation Model

2024 · Danfeng Hong, Bing Zhang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 954

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Peripheral vision and pattern recognition: A review

2011 · Hans Strasburger, Ingo Rentschler, et al. · Journal of Vision · 945

Random k-Labelsets: An Ensemble Method for Multilabel Classification

2007 · Grigorios Tsoumakas, Ioannis Vlahavas · Lecture notes in computer science · 919

Statistics of natural image categories

2003 · Antonio Torralba, Aude Oliva · Network Computation in Neural Systems · 848

Works count: 5,714

Citation count: 166,900