A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection
Zhe Chen, Wanli Ouyang, Tongliang Liu, Dacheng Tao
Topics & Concepts
PedestrianComputer sciencePedestrian detectionArtificial intelligenceImage warpingComputer visionGenerative grammarField (mathematics)Dynamic time warpingMachine learningPattern recognition (psychology)Object detectionGenerative modelBaseline (sea)Advanced driver assistance systemsGenerative adversarial networkData miningAdversarial systemSynthetic dataDetectorDeep learningEmpirical researchAdvanced Neural Network ApplicationsGenerative Adversarial Networks and Image SynthesisFace recognition and analysis