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hyperspectral imaging

94 papers

Papers

Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification WACV 2025 Self-Supervised Learning with Spectral Low-Rank Prior for Hyperspectral Image Reconstruction WACV 2025 Spatio-Spectral Pattern Illumination for Direct and Indirect Separation from a Single Hyperspectral Image ICCV 2025 UnMix-NeRF: Spectral Unmixing Meets Neural Radiance Fields ICCV 2025 Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance WACV 2025 Concurrent Band Selection and Traversability Estimation From Long-Wave Hyperspectral Imagery in Off-Road Settings WACV 2024 Dispersed Structured Light for Hyperspectral 3D Imaging CVPR 2024 Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging AAAI 2024 Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection ICLR 2024 Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification CVPR 2024 In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging CVPR 2024 LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition ICLR 2024 Solving Spectrum Unmixing as a Multi-Task Bayesian Inverse Problem with Latent Factors for Endmember Variability AAAI 2024 SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image Reconstruction CVPR 2024 Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset CVPR 2024 The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data NeurIPS 2024 Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms NeurIPS 2024 Bidirectional Dilation Transformer for Multispectral and Hyperspectral Image Fusion IJCAI 2023 Binarized Spectral Compressive Imaging NeurIPS 2023 Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images NeurIPS 2023 Jointly Learning Band Selection and Filter Array Design for Hyperspectral Imaging WACV 2023 M$^{2}$SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors NeurIPS 2023 MethaneMapper: Spectral Absorption Aware Hyperspectral Transformer for Methane Detection CVPR 2023 MORGAN: Meta-Learning-Based Few-Shot Open-Set Recognition via Generative Adversarial Network WACV 2023 Residual Degradation Learning Unfolding Framework With Mixing Priors Across Spectral and Spatial for Compressive Spectral Imaging CVPR 2023