Object instance detection with pruned Alexnet and extended training data.
Rui WangJingwen XuTony X. HanPublished in: Signal Process. Image Commun. (2019)
Keyphrases
- training data
- data sets
- object detection
- object model
- complex objects
- automatic detection
- training set
- bounding box
- detection algorithm
- detection accuracy
- partial occlusion
- object tracking
- training process
- detection method
- decision trees
- object detection and pose estimation
- supervised learning
- object detectors
- test set
- cluttered background
- keypoints
- moving objects
- false alarms
- noisy data
- weakly labeled
- computer vision
- learning algorithm
- complex scenes
- target object
- multiple objects
- event detection
- classification models
- object categories
- spatial relationships
- detection rate
- lighting conditions
- false positives
- unlabeled data
- labeled data
- d objects
- domain knowledge
- prior knowledge
- feature selection
- machine learning