BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification

1 Dec 2016Anirban SantaraKaustubh ManiPranoot HatwarAnkit SinghAnkur GargKirti PadiaPabitra Mitra

Deep learning based landcover classification algorithms have recently been proposed in literature. In hyperspectral images (HSI) they face the challenges of large dimensionality, spatial variability of spectral signatures and scarcity of labeled data... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Hyperspectral Image Classification Indian Pines BASSNet Overall Accuracy 96.77% # 3
Hyperspectral Image Classification Pavia University BASSNet Overall Accuracy 97.48% # 4