Deep active learning for object detection.

Ying Li Binbin Fan Weiping Zhang Weiping Ding Jianwei Yin

Published in: Inf. Sci. (2021)

Keyphrases

object detection
active learning
object class
face detection
training examples
learning strategies
scene understanding
pedestrian detection
computer vision
training set
object categories

semi supervised
multi class
scene recognition
pool based active learning
object segmentation
experimental design
object recognition
learning algorithm
machine learning
random sampling

annotation effort
supervised learning
selective sampling
deep learning
sample selection
object classification
image segmentation
crowd sourced
object detectors
active learning strategies

discriminatively trained
deformable part models
data sets
human detection
face recognition
reinforcement learning
cost sensitive
relevance feedback
background subtraction
transfer learning