Practical Video Object Detection via Feature Selection and Aggregation.

Yuheng Shi Tong Zhang Xiaojie Guo

Published in: CoRR (2024)

Keyphrases

object detection
feature selection
video data
real time
video sequences
video frames
multimedia
real world
video analysis
feature set
action detection
multi class
video streams

face detection
feature extraction
mutual information
video content
model selection
scene understanding
digital video
object detectors
irrelevant features
machine learning
video retrieval
selected features

object categories
spatial and temporal
object recognition
text categorization
key frames
object classification
method for feature selection
feature space
data aggregation
discriminative features
human detection
spatio temporal

classification accuracy
dimensionality reduction
text classification
video database
feature selection algorithms
pedestrian detection
space time
video surveillance
human actions
human activities
feature subset
multimedia data