MuRAL: Multi-Scale Region-based Active Learning for Object Detection.

Yi-Syuan Liou Tsung-Han Wu Jia-Fong Yeh Wen-Chin Chen Winston H. Hsu

Published in: CoRR (2023)

Keyphrases

object detection
active learning
multiscale
image segmentation
coarse to fine
face detection
computer vision
object class
selective sampling
background subtraction
multi class
object categories
learning strategies

edge detection
scale space
training examples
scene understanding
pedestrian detection
object recognition
learning algorithm
experimental design
random sampling
learning process
multiple scales
deep structure
imbalanced data classification

object classification
optic flow
object segmentation
human detection
region matching
machine learning
training set
natural images
local binary pattern
pool based active learning
supervised learning
semi supervised
wavelet transform

active learning strategies
labeled data
superpixels
object detectors
image fusion
image retrieval
batch mode
image processing
feature selection
image representation
active learner
semi supervised learning
data sets