Cover Image

SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jin, Zhenyu, Li, Wenjie, Ma, Zhanyu, Guo, Heng
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision
by: Zhou, Kailai, et al.
Published: (2025)

Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance
by: Li, Wenjie, et al.
Published: (2025)

FourierSR: A Fourier Token-based Plugin for Efficient Image Super-Resolution
by: Li, Wenjie, et al.
Published: (2025)

Measurement-Constrained Sampling for Text-Prompted Blind Face Restoration
by: Li, Wenjie, et al.
Published: (2025)

Self-Supervised Selective-Guided Diffusion Model for Old-Photo Face Restoration
by: Li, Wenjie, et al.
Published: (2025)

Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network
by: Li, Wenjie, et al.
Published: (2024)

BRDF-NeRF: Neural Radiance Fields with Optical Satellite Images and BRDF Modelling
by: Zhang, Lulin, et al.
Published: (2024)

A Neural Quality Metric for BRDF Models
by: Kavoosighafi, Behnaz, et al.
Published: (2025)

Spatial-Spectral Binarized Neural Network for Panchromatic and Multi-spectral Images Fusion
by: Jiang, Yizhen, et al.
Published: (2025)

SpecGuard: Spectral Projection-based Advanced Invisible Watermarking
by: Alam, Inzamamul, et al.
Published: (2025)

Neural BRDF Importance Sampling by Reparameterization
by: Wu, Liwen, et al.
Published: (2025)

Decoupled Complementary Spectral-Spatial Learning for Background Representation Enhancement in Hyperspectral Anomaly Detection
by: Jin, Wenping, et al.
Published: (2025)

Dual-domain Modulation Network for Lightweight Image Super-Resolution
by: Li, Wenjie, et al.
Published: (2025)

Boosting the Generalization Ability for Hyperspectral Image Classification using Spectral-spatial Axial Aggregation Transformer
by: Zhao, Enzhe, et al.
Published: (2023)

NRGS: Neural Regularization for Robust 3D Semantic Gaussian Splatting
by: Yang, Zaiyan, et al.
Published: (2026)

SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
by: Engelhardt, Andreas, et al.
Published: (2024)

FROST-BRDF: A Fast and Robust Optimal Sampling Technique for BRDF Acquisition
by: Miandji, Ehsan, et al.
Published: (2024)

SpecSem-Net: Integrating Spectral and Semantic Features for Robust AI-generated Video Detection
by: Wei, Zixi, et al.
Published: (2026)

S3-SLAM: Sparse Tri-plane Encoding for Neural Implicit SLAM
by: Zhang, Zhiyao, et al.
Published: (2024)

Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms
by: Guo, Diandian, et al.
Published: (2024)

SSF-Net: Spatial-Spectral Fusion Network with Spectral Angle Awareness for Hyperspectral Object Tracking
by: Wang, Hanzheng, et al.
Published: (2024)

MSSFC-Net:Enhancing Building Interpretation with Multi-Scale Spatial-Spectral Feature Collaboration
by: Huo, Dehua, et al.
Published: (2025)

SpecPL: Disentangling Spectral Granularity for Prompt Learning
by: Zhou, Jingtao, et al.
Published: (2026)

PMNI: Pose-free Multi-view Normal Integration for Reflective and Textureless Surface Reconstruction
by: Pei, Mingzhi, et al.
Published: (2025)

Hierarchical Spatial-Frequency Aggregation for Spectral Deconvolution Imaging
by: Lv, Tao, et al.
Published: (2025)

Robust Adverse Weather Removal via Spectral-based Spatial Grouping
by: Jeong, Yuhwan, et al.
Published: (2025)

Deep Spectral Clustering via Joint Spectral Embedding and Kmeans
by: Guo, Wengang, et al.
Published: (2024)

PolarAnything: Diffusion-based Polarimetric Image Synthesis
by: Zhang, Kailong, et al.
Published: (2025)

PolarVLM: Bridging the Semantic-Physical Gap in Vision-Language Models
by: Li, Yuliang, et al.
Published: (2026)

NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images
by: Han, Yufei, et al.
Published: (2024)

Hyperspectral Image Classification via Transformer-based Spectral-Spatial Attention Decoupling and Adaptive Gating
by: Li, Guandong, et al.
Published: (2025)

Spectral Prefiltering of Neural Fields
by: Yaldiz, Mustafa B., et al.
Published: (2025)

Spectral-Spatial Mamba for Hyperspectral Image Classification
by: Huang, Lingbo, et al.
Published: (2024)

Tri$^{2}$-plane: Thinking Head Avatar via Feature Pyramid
by: Song, Luchuan, et al.
Published: (2024)

EvalMVX: A Unified Benchmarking for Neural 3D Reconstruction under Diverse Multiview Setups
by: Yang, Zaiyan, et al.
Published: (2026)

HetSSNet: Spatial-Spectral Heterogeneous Graph Learning Network for Panchromatic and Multispectral Images Fusion
by: Ma, Mengting, et al.
Published: (2025)

Spatial-Temporal-Spectral Unified Modeling for Remote Sensing Dense Prediction
by: Zhao, Sijie, et al.
Published: (2025)

MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification
by: Li, Yapeng, et al.
Published: (2025)

A2GC: Asymmetric Aggregation with Geometric Constraints for Locally Aggregated Descriptors
by: Li, Zhenyu, et al.
Published: (2025)

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification
by: Musiat, Alexander, et al.
Published: (2026)