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Large-scale Learning with SVM and Convolutional for Generic Object Categorization

https://doi.org/10.1109/cvpr.2006.164

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Shape Models and Object Recognition

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Hausdorff Kernel for 3D Object Acquisition and Detection

inferredcites →https://doi.org/10.1007/bf00994018openalex-snapshot

Support-Vector Networks

inferredcites →https://doi.org/10.1007/bf01421486openalex-snapshot

Visual learning and recognition of 3-d objects from appearance

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Neocognitron: A new algorithm for pattern recognition tolerant of deformations and shifts in position

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A Tutorial on Support Vector Machines for Pattern Recognition

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Contour and Texture Analysis for Image Segmentation

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Visual features of intermediate complexity and their use in classification

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Original approach for the localisation of objects in images

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Statistical Learning Theory

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Local grayvalue invariants for image retrieval

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Neural network-based face detection

inferredcites →https://doi.org/10.1109/34.683777openalex-snapshot

Support vector machines for 3D object recognition

inferredcites →https://doi.org/10.1109/5.726791openalex-snapshot

Gradient-based learning applied to document recognition

inferredcites →https://doi.org/10.1109/72.788646openalex-snapshot

Support vector machines for histogram-based image classification

inferredcites →https://doi.org/10.1109/9780470544976.ch9openalex-snapshot

GradientBased Learning Applied to Document Recognition

inferredcites →https://doi.org/10.1109/cvpr.1997.609310openalex-snapshot

Training support vector machines: an application to face detection

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Towards automatic discovery of object categories

inferredcites →https://doi.org/10.1109/cvpr.2000.855895openalex-snapshot

A statistical method for 3D object detection applied to faces and cars

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Rapid object detection using a boosted cascade of simple features

inferredcites →https://doi.org/10.1109/cvpr.2001.990619openalex-snapshot

Appearance-based object recognition using multiple views

inferredcites →https://doi.org/10.1109/cvpr.2003.1211497openalex-snapshot

Analyzing appearance and contour based methods for object categorization

inferredcites →https://doi.org/10.1109/cvpr.2004.1315150openalex-snapshot

Learning methods for generic object recognition with invariance to pose and lighting

inferredcites →https://doi.org/10.1109/cvpr.2005.254openalex-snapshot

Object Recognition with Features Inspired by Visual Cortex

inferredcites →https://doi.org/10.1109/iccv.1995.466858openalex-snapshot

Probabilistic visual learning for object detection

inferredcites →https://doi.org/10.1109/iccv.2001.937552openalex-snapshot

Matching shapes

inferredcites →https://doi.org/10.1109/iccv.2003.1238351openalex-snapshot

Recognition with local features: the kernel recipe

inferredcites →https://doi.org/10.1109/iccv.2005.239openalex-snapshot

The pyramid match kernel: discriminative classification with sets of image features

inferredcites →https://doi.org/10.1109/iccv.2005.98openalex-snapshot

Feature hierarchies for object classification

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SEEMORE: Combining Color, Shape, and Texture Histogramming in a Neurally Inspired Approach to Visual Object Recognition

inferredcites →https://doi.org/10.5244/c.16.8openalex-snapshot

Object Recognition by a Cascade of Edge Probes

inferredcites →https://doi.org/10.5244/c.18.98openalex-snapshot

Semi-Local Affine Parts for Object Recognition

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Advances in kernel methods: support vector learning

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Fast Training of Support Vector Machines Using Sequential Minimal Optimization

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Aspergillus Species Fungi Identification Using Microscopic Scale Images

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Human physical activity recognition based on computer vision with deep learning model

inferred← citeshttps://doi.org/10.1109/icarce55724.2022.10046634openalex-snapshot

Research on Image Classification Based on Convolutional Neural Network

inferred← citeshttps://doi.org/10.1109/icassp.2018.8461618openalex-snapshot

Improving Convolutional Neural Networks Via Compacting Features

inferred← citeshttps://doi.org/10.1109/icassp.2018.8462158openalex-snapshot

Deformation Stability of Deep Convolutional Neural Networks on Sobolev Spaces

inferred← citeshttps://doi.org/10.1109/icccnt45670.2019.8944597openalex-snapshot

Performance Analysis of Machine Learning Techniques for Microscopic Bacteria Image Classification

inferred← citeshttps://doi.org/10.1109/iccitechn.2017.8281779openalex-snapshot

An application of pre-trained CNN for image classification

inferred← citeshttps://doi.org/10.1109/iccsnt.2017.8343693openalex-snapshot

Application of modified partial least squares in data analysis of Traditional Chinese Medicine

inferred← citeshttps://doi.org/10.1109/iccubea54992.2022.10010930openalex-snapshot

Implementation of Faster RCNN Algorithm for Smart Robotic ARM Based on Computer Vision

inferred← citeshttps://doi.org/10.1109/iccv.2009.5459469openalex-snapshot

What is the best multi-stage architecture for object recognition?

inferred← citeshttps://doi.org/10.1109/iccvw.2017.183openalex-snapshot

Improving Face Verification and Person Re-Identification Accuracy Using Hyperplane Similarity

inferred← citeshttps://doi.org/10.1109/iccwamtip.2014.7073385openalex-snapshot

Preview on structures and algorithms of deep learning

inferred← citeshttps://doi.org/10.1109/iccwamtip53232.2021.9674119openalex-snapshot

Hierarchical Data Augmentation for Rumor Verification on Twitter

inferred← citeshttps://doi.org/10.1109/icdar.2007.4377108openalex-snapshot

A Sparse and Locally Shift Invariant Feature Extractor Applied to Document Images

inferred← citeshttps://doi.org/10.1109/icdar.2007.4378728openalex-snapshot

Energy-Based Models in Document Recognition and Computer Vision

inferred← citeshttps://doi.org/10.1109/icdar.2011.229openalex-snapshot

Convolutional Neural Network Committees for Handwritten Character Classification

inferred← citeshttps://doi.org/10.1109/iceca.2018.8474594openalex-snapshot

A Novel Framework for Real and Fake Smile Detection from Videos

inferred← citeshttps://doi.org/10.1109/icfhr.2016.0048openalex-snapshot

Historical Manuscript Production Date Estimation Using Deep Convolutional Neural Networks

inferred← citeshttps://doi.org/10.1109/icicisys.2009.5357786openalex-snapshot

Large-scale object recognition with CUDA-accelerated hierarchical neural networks

inferred← citeshttps://doi.org/10.1109/icip.2015.7351326openalex-snapshot

Regularization of deep neural networks using a novel companion objective function

inferred← citeshttps://doi.org/10.1109/icip.2017.8296815openalex-snapshot

Exploring the influence of feature representation for dictionary selection based video summarization

inferred← citeshttps://doi.org/10.1109/icmip.2017.5openalex-snapshot

A Hybrid Deep Learning Approach for Texture Analysis

inferred← citeshttps://doi.org/10.1109/icmla.2012.14openalex-snapshot

Convolutional Neural Support Vector Machines: Hybrid Visual Pattern Classifiers for Multi-robot Systems

inferred← citeshttps://doi.org/10.1109/icoase.2018.8548836openalex-snapshot

Gene Selection and Classification of Microarray Data Using Convolutional Neural Network

inferred← citeshttps://doi.org/10.1109/icodse48700.2019.9092754openalex-snapshot

Improving the Performance of CBIR Using XGBoost Classifier with Deep CNN-Based Feature Extraction

inferred← citeshttps://doi.org/10.1109/icpr.2018.8545751openalex-snapshot

Deeply Supervised Residual Network for HEp-2 Cell Classification

inferred← citeshttps://doi.org/10.1109/icra.2018.8460548openalex-snapshot

Intelligent Shipwreck Search Using Autonomous Underwater Vehicles

inferred← citeshttps://doi.org/10.1109/icsidp47821.2019.9172915openalex-snapshot

Research on Crop Planting Area Classification From Remote Sensing Image Based on Deep Learning

inferred← citeshttps://doi.org/10.1109/ictai.2009.28openalex-snapshot

EBLearn: Open-Source Energy-Based Learning in C++

inferred← citeshttps://doi.org/10.1109/icvs.2006.4openalex-snapshot

A Learning Approach for Adaptive Image Segmentation

inferred← citeshttps://doi.org/10.1109/icwapr.2017.8076660openalex-snapshot

Multi-modality recognition of human face and ear based on deep learning

inferred← citeshttps://doi.org/10.1109/igarss46834.2022.9883309openalex-snapshot

Convolutional Deep Kernel Method for Land Cover Mapping from Hyperspectral Imagery

inferred← citeshttps://doi.org/10.1109/igarss53475.2024.10640705openalex-snapshot

A Novel Wetland Classification Method Combined CNN and SVM Using Multi-Source Remote Sensing Images

inferred← citeshttps://doi.org/10.1109/ihmsc.2019.10165openalex-snapshot

Image Classification with Hybrid Shearlet Scattering Networks

inferred← citeshttps://doi.org/10.1109/ijcnn.2016.7727333openalex-snapshot

Efficient feature extraction with simultaneous recurrent network for metric learning

inferred← citeshttps://doi.org/10.1109/ijcnn.2016.7727394openalex-snapshot

A deep quasi-linear kernel composition method for support vector machines

inferred← citeshttps://doi.org/10.1109/ijcnn.2016.7727869openalex-snapshot

Deep Self-Organising Maps for efficient heterogeneous biomedical signatures extraction

inferred← citeshttps://doi.org/10.1109/ijcnn.2019.8852004openalex-snapshot

Using a Recurrent Kernel Learning Machine for Small-Sample Image Classification

inferred← citeshttps://doi.org/10.1109/ijcnn48605.2020.9206798openalex-snapshot

A Non-iterative Radial Basis Function Based Quick Convolutional Neural Network

inferred← citeshttps://doi.org/10.1109/ijcnn48605.2020.9206861openalex-snapshot

Artificial Neural Network Pruning to Extract Knowledge

inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9533303openalex-snapshot

Auto-Associative Features with Non-Iterative Learning Based Technique for Image Classification

inferred← citeshttps://doi.org/10.1109/iros.2016.7759279openalex-snapshot

Introspective perception: Learning to predict failures in vision systems

inferred← citeshttps://doi.org/10.1109/isbi.2016.7493473openalex-snapshot

Towards grading gleason score using generically trained deep convolutional neural networks

inferred← citeshttps://doi.org/10.1109/iske.2015.8openalex-snapshot

Deep Belief Networks Oriented Clustering

inferred← citeshttps://doi.org/10.1109/ism.2017.92openalex-snapshot

Cross-Modal Transfer Learning for HEp-2 Cell Classification Based on Deep Residual Network

inferred← citeshttps://doi.org/10.1109/ist.2013.6729661openalex-snapshot

Bio-inspired deep learning model for object recognition

inferred← citeshttps://doi.org/10.1109/kst.2016.7440527openalex-snapshot

Combining deep convolutional networks and SVMs for mass detection on digital mammograms

inferred← citeshttps://doi.org/10.1109/lgrs.2017.2681128openalex-snapshot

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

inferred← citeshttps://doi.org/10.1109/mci.2010.938364openalex-snapshot

Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]

inferred← citeshttps://doi.org/10.1109/newcas.2018.8585731openalex-snapshot

HOG and Pairwise SVMs for Neuromuscular Activity Recognition Using Instantaneous HD-sEMG Images

inferred← citeshttps://doi.org/10.1109/robio.2015.7419037openalex-snapshot

A hybrid convolutional neural networks with extreme learning machine for WCE image classification

inferred← citeshttps://doi.org/10.1109/secon.2016.7506751openalex-snapshot

Deep SRN for robust object recognition: A case study with NAO humanoid robot

inferred← citeshttps://doi.org/10.1109/siu.2014.6830363openalex-snapshot

Approximate computation of DFT without performing any multiplications: Application to radar signal processing

inferred← citeshttps://doi.org/10.1109/siu.2017.7960212openalex-snapshot

Feature extraction with convolutional neural networks for aerial image retrieval

inferred← citeshttps://doi.org/10.1109/siu.2018.8404818openalex-snapshot

High-dimensional and wide-scale anomaly detection using enhancing support vector machine

inferred← citeshttps://doi.org/10.1109/spawc.2018.8446027openalex-snapshot

Shift Invariance and Deformation Error Properties of Deep Convolutional Neural Networks Based on Wavelets

inferred← citeshttps://doi.org/10.1109/ssci47803.2020.9308203openalex-snapshot

A Novel Method Based on Convolutional Features with Non-Iterative Learning for Brain Tumor Classification

inferred← citeshttps://doi.org/10.1109/tcyb.2019.2941281openalex-snapshot

Identity Recognition Based on Bioacoustics of Human Body

inferred← citeshttps://doi.org/10.1109/tie.2017.2764861openalex-snapshot

Novel Leakage Detection by Ensemble CNN-SVM and Graph-Based Localization in Water Distribution Systems

inferred← citeshttps://doi.org/10.1109/tit.2017.2776228openalex-snapshot

A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction

inferred← citeshttps://doi.org/10.1109/tmm.2025.3565979openalex-snapshot

Exploring Kernel Transformations for Implicit Neural Representations

inferred← citeshttps://doi.org/10.1109/tnnls.2015.2469673openalex-snapshot

A Multiobjective Sparse Feature Learning Model for Deep Neural Networks

inferred← citeshttps://doi.org/10.1109/tnnls.2015.2506664openalex-snapshot

DISC: Deep Image Saliency Computing via Progressive Representation Learning

inferred← citeshttps://doi.org/10.1109/tnnls.2017.2695223openalex-snapshot

Structure Learning for Deep Neural Networks Based on Multiobjective Optimization

inferred← citeshttps://doi.org/10.1109/tnnls.2018.2890550openalex-snapshot

Separability and Compactness Network for Image Recognition and Superresolution

inferred← citeshttps://doi.org/10.1109/tpami.2007.70798openalex-snapshot

A CNN-based face detector with a simple feature map and a coarse-to-fine classifier - Withdrawn

inferred← citeshttps://doi.org/10.1109/tpami.2017.2656884openalex-snapshot

Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications

inferred← citeshttps://doi.org/10.1109/tsp.2019.8768812openalex-snapshot

Deep Neural Networks vs Bag of Features for Hand Gesture Recognition

inferred← citeshttps://doi.org/10.1109/wiamis.2007.10openalex-snapshot

A review of different object recognition methods for the application in driver assistance systems

inferred← citeshttps://doi.org/10.1109/wiamis.2013.6616141openalex-snapshot

Tapped delay multiclass support vector machines for industrial workflow recognition

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