Papers Material Classification
“Material Classification” 태그가 달린 논문 65편 · 필터 해제
LOAD: Local Orientation Adaptive Descriptor for Texture and Material Classification
In this paper, we propose a novel local feature, called Local Orientation Adaptive Descriptor (LOAD), to capture regional texture in an image. In LOAD, we proposed to define point description on an Adaptive Coordinate Sy…
General ClassificationMaterial ClassificationMaterial RecognitionTexture ClassificationSparse Coding on Symmetric Positive Definite Manifolds using Bregman Divergences
This paper introduces sparse coding and dictionary learning for Symmetric Positive Definite (SPD) matrices, which are often used in machine learning, computer vision and related areas. Unlike traditional sparse coding sc…
Action RecognitionDictionary LearningFace RecognitionGeneral Classification+2Learning Multi-Scale Representations for Material Classification
The recent progress in sparse coding and deep learning has made unsupervised feature learning methods a strong competitor to hand-crafted descriptors. In computer vision, success stories of learned features have been pre…
ClassificationGeneral ClassificationMaterial ClassificationMaterial Recognition+1A New Perspective on Material Classification and Ink Identification
The surface bi-directional reflectance distribution function (BRDF) can be used to distinguish different materials. The BRDFs of many real materials are near isotropic and can be approximated well by a 2D function. When …
ClassificationGeneral ClassificationMaterial ClassificationLearning Discriminative Illumination and Filters for Raw Material Classification with Optimal Projections of Bidirectional Texture Functions
We present a computational imaging method for raw material classification using features of Bidirectional Texture Functions (BTF). Texture is an intrinsic feature for many materials, such as wood, fabric, and granite. At…
ClassificationGeneral ClassificationMaterial Classification