Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study

No abstract is available for this paper.

• Publication year

  2006

• Venue

  2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06)

• Publication date

  2006-06-17

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1007/s11263-006-9794-4
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Pyramid Match Kernels: Discriminative Classification with Sets of Image Features (version 2)

  2006cited by this paper
• Création de Vocabulaires Visuels Efficaces pour la Catégorisation d'Images

  2006cited by this paper
• Efficient image matching with distributions of local invariant features

  2005cited by this paper
• A Bayesian hierarchical model for learning natural scene categories

  2005cited by this paper
• Modeling scenes with local descriptors and latent aspects

  2005cited by this paper
• Shape matching and object recognition using low distortion correspondences

  2005cited by this paper
• The pyramid match kernel: discriminative classification with sets of image features

  2005influential reference
• Creating efficient codebooks for visual recognition

  2005cited by this paper
• Local Features and Kernels for Classification of Texture and Object Categories: An In-Depth Study

  2005cited by this paper
• Discovering objects and their location in images

  2005cited by this paper
• Discriminative training for object recognition using image patches

  2005cited by this paper
• The 2005 PASCAL Visual Object Classes Challenge

  2005cited by this paper
• A sparse texture representation using local affine regions

  2005influential reference
• Mercer kernels for object recognition with local features

  2005influential reference
• Object Class Recognition Using Discriminative Local Features

  2005cited by this paper
• Improving a Discriminative Approach to Object Recognition Using Image Patches

  2005cited by this paper
• Object categorization via local kernels

  2004cited by this paper
• Cue integration through discriminative accumulation

  2004cited by this paper
• Scale & Affine Invariant Interest Point Detectors

  2004cited by this paper
• Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories

  2004cited by this paper
• Pictorial Structures for Object Recognition

  2004cited by this paper
• Spectral grouping using the Nystrom method

  2004cited by this paper
• Distinctive Image Features from Scale-Invariant Keypoints

  2004influential reference
• Semi-Local Affine Parts for Object Recognition

  2004influential reference
• The use of force histograms for affine-invariant relative position description

  2004cited by this paper
• Categorizing Nine Visual Classes using Local Appearance Descriptors

  2004cited by this paper
• On the Significance of Real-World Conditions for Material Classification

  2004influential reference
• Object categorization with SVM: kernels for local features

  2004cited by this paper
• Weak Hypotheses and Boosting for Generic Object Detection and Recognition

  2004influential reference
• Recognition without Correspondence using Multidimensional Receptive Field Histograms

  2004cited by this paper
• Video Google: a text retrieval approach to object matching in videos

  2003cited by this paper
• Recognition with local features: the kernel recipe

  2003cited by this paper
• Analyzing appearance and contour based methods for object categorization

  2003cited by this paper
• Texture classification: are filter banks necessary?

  2003influential reference
• Classification of textures seen from different distances and under varying illumination direction

  2003cited by this paper
• A performance evaluation of local descriptors

  2003cited by this paper
• Support vector machines for region-based image retrieval

  2003cited by this paper
• Combining gradient and albedo data for rotation invariant classification of 3D surface texture

  2003cited by this paper
• Object class recognition by unsupervised scale-invariant learning

  2003cited by this paper
• Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond

  2003cited by this paper
• Visual categorization with bags of keypoints

  2002cited by this paper
• Classifying Images of Materials: Achieving Viewpoint and Illumination Independence

  2002cited by this paper
• An Affine Invariant Interest Point Detector

  2002cited by this paper
• Learning a Sparse Representation for Object Detection

  2002influential reference
• Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons

  2001cited by this paper
• Compact representation of bidirectional texture functions

  2001influential reference
• X-means: Extending K-means with Efficient Estimation of the Number of Clusters

  2000cited by this paper
• Towards automatic discovery of object categories

  2000influential reference
• The Earth Mover's Distance as a Metric for Image Retrieval

  2000cited by this paper
• Reflectance and texture of real-world surfaces

  1999cited by this paper
• Using Maximum Entropy for Text Classification

  1999cited by this paper
• Support vector machines for histogram-based image classification

  1999cited by this paper
• Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes

  1999cited by this paper
• Recognizing surfaces using three-dimensional textons

  1999cited by this paper
• A comparison of event models for naive bayes text classification

  1998cited by this paper
• Support Vector Machines for 3D Object Recognition

  1998cited by this paper
• Feature Detection with Automatic Scale Selection

  1998cited by this paper
• A Comparison of Event Models for Naive Bayes Text Classi(cid:12)cation

  1998cited by this paper
• Direct computation of shape cues using scale-adapted spatial derivative operators

  1996cited by this paper
• Texture Features for Browsing and Retrieval of Image Data

  1996cited by this paper
• Columbia Object Image Library (COIL100)

  1996cited by this paper
• QBIC project: querying images by content, using color, texture, and shape

  1993cited by this paper
• Texture classification and segmentation using multiresolution simultaneous autoregressive models

  1992cited by this paper
• Classification of Rotated and Scaled Textured Images Using Gaussian Markov Random Field Models

  1991cited by this paper
• Textons, the elements of texture perception, and their interactions

  1981cited by this paper
• The Representation and Matching of Pictorial Structures

  1973cited by this paper

• CGDD-YOLO: a recognition and classification algorithm for small parts based on YOLO11

  2026cites this paper
• Pesticide Residue Detection Using Grating Spectroscope and GWO-CNN-BiLSTM Method.

  2025cites this paper
• A study on the predictive model for ginsenoside content in wild ginseng based on decision tree and ensemble learning algorithms

  2025cites this paper
• A variational Bayesian approach for multimodal multi-instance classification

  2025cites this paper
• ExShall-CNN: An Explainable Shallow Convolutional Neural Network for Medical Image Segmentation

  2025cites this paper
• Wearable Sensors-Based Intelligent Sensing and Application of Animal Behaviors: A Comprehensive Review

  2025cites this paper
• AI-powered spatial cell phenomics enhances risk stratification in non-small cell lung cancer

  2025cites this paper
• A Comparative Analysis of Fingerprint Classification: Traditional Machine Learning with KMCG vs. Deep Learning Approaches

  2025cites this paper
• A machine-learning enabled framework for quantifying uncertainties in parameters of computational models

  2025cites this paper
• Hierarchical heterogeneous ant colony optimization based weight generation for texture classification

  2025cites this paper
• ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis

  2025cites this paper
• Gray-Level Co-Occurrence Matrix Uniformity Correction Algorithm in Positron Emission Tomographic Image: A Phantom Study

  2025cites this paper
• A novel methodology for modelling images using level-sets with application to atopic asthma fibrin networks

  2025cites this paper
• Climate adaptation in the southwest US: The SWPar4.5 parameter set for stochastic weather generators

  2025cites this paper
• Are Stronger Feature Representations All You Need for Histology Image Search?

  2024cites this paper
• Deep learning for identifying bee species from images of wings and pinned specimens

  2024cites this paper
• Bayesian multiple instance classification based on hierarchical probit regression

  2024cites this paper
• Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology

  2024cites this paper
• A review of machine learning (ML) and explainable artificial intelligence (XAI) methods in additive manufacturing (3D Printing)

  2024cites this paper
• Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model

  2024cites this paper
• A Multi-View Semi-supervised learning method for knee joint cartilage segmentation combining multiple feature descriptors and image modalities

  2024cites this paper
• Texture Classification based on Complete Magnitude Texton Co-occurrence Matrix using Machine Learning Classifiers

  2024cites this paper
• Harnessing Remote Speech Tasks for Early ALS Biomarker Identification

  2024cites this paper
• A multilevel pooling scheme in convolutional neural networks for texture image recognition

  2024cites this paper
• Advancing Outdoor Landmark Detection: A Vision Transformer Approach

  2024influential citation
• An Optimal Feature Selection Method for Human Activity Recognition Using Multimodal Sensory Data

  2024cites this paper
• gWaveNet: Classification of Gravity Waves from Noisy Satellite Data using Custom Kernel Integrated Deep Learning Method

  2024cites this paper
• Classification of dementia from spoken speech using feature selection and the bag of acoustic words model

  2024cites this paper
• Explainable tele-ultrasound diagnosis of blast lung injury via incremental multimodal multistage fusion and video transformer

  2024cites this paper
• From Displacements to Distributions: A Machine-Learning Enabled Framework for Quantifying Uncertainties in Parameters of Computational Models

  2024cites this paper
• Modeling multiple‐criterion diagnoses by heterogeneous‐instance logistic regression

  2024cites this paper
• Deep learning-based melt pool and porosity detection in components fabricated by laser powder bed fusion

  2024cites this paper
• A comparative study on facial image retrieval using local patterns

  2024cites this paper
• A deep learning classification task for brain navigation in rodents using micro-Doppler ultrasound imaging

  2024cites this paper
• 3D object recognition using deep learning for automatically generating semantic BIM data

  2024cites this paper
• Quantifying Context Bias in Domain Adaptation for Object Detection

  2024cites this paper
• Point Clouds Matching Based on Discrete Optimal Transport

  2024cites this paper
• Detection of multivariate geochemical anomalies using machine learning (ML) algorithms in Dehaq Pb-Zn mineralization, Sanandaj-Sirjan zone, Isfahan, Iran

  2024cites this paper
• Point–Line-Aware Heterogeneous Graph Attention Network for Visual SLAM System

  2023cites this paper
• A Review of Recent Advances and Challenges in Grocery Label Detection and Recognition

  2023cites this paper
• Reconstruction-Assisted and Distance-Optimized Adversarial Training: A Defense Framework for Remote Sensing Scene Classification

  2023cites this paper
• Interpretable machine learning assessment

  2023cites this paper
• Exudate and drusen classification in retinal images using bagged colour vector angles and inter colour local binary patterns

  2023cites this paper
• A multi-channel framework based Local Binary Pattern with two novel local feature descriptors for texture classification

  2023cites this paper
• Vision-Language Models for Vision Tasks: A Survey

  2023cites this paper
• Detection and explanation of anomalies in healthcare data

  2023cites this paper
• Keypoints Dictionary Learning for Fast and Robust Alignment

  2023cites this paper
• Identifying and Mitigating Model Failures through Few-shot CLIP-aided Diffusion Generation

  2023cites this paper
• Histopathology Slide Indexing and Search: Are We There Yet?

  2023cites this paper
• Graph inference algorithms as high-performance tools for detecting geochemical anomalies related to mineralization from geochemical exploration data

  2023cites this paper
• Mitigating the Effect of Incidental Correlations on Part-based Learning

  2023cites this paper
• A Novel Method for Banknote Recognition Using a Combined Histogram of Oriented Gradients and Scale-Invariant Feature Transform

  2023cites this paper
• XIMAGENET-12: An Explainable AI Benchmark Dataset for Model Robustness Evaluation

  2023cites this paper
• A Comprehensive Review on Multiple Instance Learning

  2023cites this paper
• Crop Disease Detection against Complex Background Based on Improved Atrous Spatial Pyramid Pooling

  2023cites this paper
• Anti-Interference Recognition for Aerial Infrared Object Based on Convolutional Feature Inference Network

  2023cites this paper
• A deep learning classification task for brain navigation during functional ultrasound imaging

  2023cites this paper
• Content-based and Knowledge-enriched Representations for Classification Across Modalities: A Survey

  2023cites this paper
• Multimodal feature fusion for illumination-invariant recognition of abnormal human behaviors

  2023cites this paper
• Currency Recognition Using EAST for Text Detection and Tesseract OCR for Text Recognition

  2023cites this paper
• Deep Learning for Microstructure Segmentation and Defect Detection in Additive Manufacturing Systems

  2023cites this paper
• Detection of Recolored Image by Texture Features in Chrominance Components

  2023cites this paper
• Surround-View Vision-based 3D Detection for Autonomous Driving: A Survey

  2023cites this paper
• Text-Enhanced Scene Image Super-Resolution via Stroke Mask and Orthogonal Attention

  2023cites this paper
• A New Dimensionality-Unbiased Score for Efficient and Effective Outlying Aspect Mining

  2022cites this paper
• Anti-interference aerial target tracking for infrared seeker via spatiotemporal correlation of topological graph networks

  2022cites this paper
• Road scene classification based on street-level images and spatial data

  2022cites this paper
• Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations

  2022cites this paper
• Spatially-Consistent Feature Matching and Learning for Heritage Image Analysis

  2022cites this paper
• Siamese coding network and pair similarity prediction for near-duplicate image detection

  2022cites this paper
• I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding

  2022cites this paper
• Comparison of Multi-Methods for Identifying Maize Phenology Using PhenoCams

  2022cites this paper
• Dictionary learning for integration of evidential layers for mineral prospectivity modeling

  2022cites this paper
• Out-of-Distribution Robustness via Targeted Augmentations

  2022cites this paper
• Tree trunk texture classification using multi-scale statistical macro binary patterns and CNN

  2022cites this paper
• LSTM based texture classification and defect detection in a fabric

  2022cites this paper
• Multidirectional Gradient Feature With Shape Index for Effective Texture Classification

  2022cites this paper
• A novel multi-atlas segmentation approach under the semi-supervised learning framework: Application to knee cartilage segmentation

  2022cites this paper
• Learning to Predict What Humans Look at: Computational Visual Attention Model for Specific Category

  2022cites this paper
• Fast Solar Image Retrieval and Classification by Fuzzy Rules

  2022cites this paper
• A Unified B-Spline Framework for Scale-Invariant Keypoint Detection

  2022cites this paper
• Blending multiple algorithmic granular components: a recipe for clustering

  2022cites this paper
• Registration-Free Multicomponent Joint AVA Inversion Using Optimal Transport

  2022cites this paper
• Deep learning models fail to capture the configural nature of human shape perception

  2022cites this paper
• Multilayer deep feature extraction for visual texture recognition

  2022cites this paper
• Multiple instance neural networks based on sparse attention for cancer detection using T-cell receptor sequences

  2022cites this paper
• An overview of cluster-based image search result organization: background, techniques, and ongoing challenges

  2022influential citation
• Background selection schema on deep learning-based classification of dermatological disease

  2022cites this paper
• FCVM: Foreground-based Classifier using Voting Mechanism for Few-Shot Learning

  2022cites this paper
• Classification of texture using random box counting and binarization methods

  2021cites this paper
• Material measurement units for a circular economy: Foundations through a review

  2021cites this paper
• LPQ++: A discriminative blur-insensitive textural descriptor with spatial-channel interaction

  2021cites this paper
• Automatic Classification of Coronary Stenosis using Feature Selection and Boltzmann-Univariate Marginal Distribution Algorithm

  2021cites this paper
• Robot End-Effector Mounted Camera Pose Optimization in Object Detection-Based Tasks

  2021cites this paper
• Color Based Object Categorization Using Histograms of Oriented Hue and Saturation

  2021cites this paper
• Adaptive Decision Support System for On-Line Multi-Class Learning and Object Detection

  2021cites this paper
• Parcellation-Free prediction of task fMRI activations from dMRI tractography

  2021cites this paper
• Editing a classifier by rewriting its prediction rules

  2021cites this paper
• A reversible data hiding method for image protection

  2021cites this paper
• Optimizing surfactant-enhanced aquifer remediation based on Gaussian process surrogate model in DNAPL-contaminated sites considering different wells patterns

  2021cites this paper