Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network

High-Resolution Aerial Image Labeling With Convolutional Neural Networks

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Dense Semantic Labeling of Subdecimeter Resolution Images With Convolutional Neural Networks

(2017) Michele Volpi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Towards better exploiting convolutional neural networks for remote sensing scene classification

(2017) Keiller Nogueira et al.   PATTERN RECOGNITION

Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery

(2017) Yu Liu et al.   Remote Sensing

One-Class Classification of Remote Sensing Images Using Kernel Sparse Representation

(2016) Benqin Song et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking

(2016) Qi Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields

(2016) Haoyang Yu et al.   Remote Sensing

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Mapping Impervious Surfaces Using Object-oriented Classification in a Semiarid Urban Region

(2014) Zachary P. Sugg et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Automatic remotely sensed image classification in a grid environment based on the maximum likelihood method

(2011) Jiabo Sun et al.   MATHEMATICAL AND COMPUTER MODELLING

Semisupervised Neural Networks for Efficient Hyperspectral Image Classification

(2010) Frederic Ratle et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING