Spatial-Temporal Feature Analysis

Research here focuses on extracting spatial and temporal features from video data to enhance object detection and activity recognition. It includes studies on interest points and robust feature descriptors.

spatial features
temporal features
interest points
feature extraction
video analysis
texture classification

6,669 papers

Parent topic: Computer Vision Detection Techniques

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Papers Over Time

197019801990200020102020

Top Papers

On Space-Time Interest Points

2005 · 2,049 citations

BRIEF: Binary Robust Independent Elementary Features

2010 · 1,779 citations

Local Features And Kernels For Classification Of Texture And Object Categories: A Comprehensive Study

2006 · 1,385 citations

80 Million Tiny Images: A Large Data Set For Nonparametric Object And Scene Recognition

2008 · 1,344 citations

Image Classification With The Fisher Vector: Theory And Practice

2013 · 1,232 citations

A Spatio-Temporal Descriptor Based On 3D-Gradients

2008 · 1,195 citations

Improving The Fisher Kernel For Large-Scale Image Classification

2010 · 1,191 citations

Object Class Recognition By Unsupervised Scale-Invariant Learning

0 · 1,169 citations

Space-time Interest Points

2003 · 841 citations

A Relative Evaluation Of Multiclass Image Classification By Support Vector Machines

2004 · 760 citations

Action MACH A Spatio-Temporal Maximum Average Correlation Height Filter For Action Recognition

2008 · 759 citations

LIFT: Learned Invariant Feature Transform

2016 · 710 citations

Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs In Video Classification

2018 · 691 citations

Multisurface Proximal Support Vector Machine Classification Via Generalized Eigenvalues

2006 · 664 citations

Dominant Local Binary Patterns For Texture Classification

2009 · 634 citations

Learning Hierarchical Invariant Spatio-Temporal Features For Action Recognition With Independent Subspace Analysis

2011 · 596 citations

Object Recognition With Gradient-Based Learning

1999 · 528 citations

SNUNet-CD: A Densely Connected Siamese Network For Change Detection Of VHR Images

2022 · 482 citations

Conformer: Local Features Coupling Global Representations For Visual Recognition

2021 · 476 citations

Analyzing Appearance And Contour Based Methods For Object Categorization

0 · 467 citations