The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale

Alina Kuznetsova, Hassan Rom, Neil Alldrin, +9

arXiv (Cornell University)

The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale

Alina Kuznetsova, Hassan Rom, Neil Alldrin, +9

arXiv (Cornell University)

The Open Images Dataset V4

Alina Kuznetsova, Hassan Rom, Neil Alldrin, +9

International Journal of Computer Vision

Machine VisionImage AnalysisData ScienceEngineeringImage Retrieval +3

Learning an Image-Based Motion Context for Multiple People Tracking

Laura Leal-Taixé, Michele Fenzi, Alina Kuznetsova, +2

EngineeringMachine LearningHuman Pose EstimationBiometricsImage Analysis +17

Real-Time Sign Language Recognition Using a Consumer Depth Camera

Alina Kuznetsova, Laura Leal-Taixé, Bodo Rosenhahn

Sign LanguageMachine VisionImage AnalysisData ScienceMachine Learning +13

Expanding object detector's Horizon: Incremental learning framework for object detection in videos

Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn, +1

Incremental LearningScene AnalysisEngineeringMachine LearningObject Detector +14

Validation of the Kinect device as a new portable imaging system for three-dimensional breast assessment

Helga Henseler, Alina Kuznetsova, Peter M. Vogt, +1

Journal of Plastic Reconstructive & Aesthetic Surgery

Kinect DeviceEngineeringMedical ImagingCalibrationBiomedical Imaging +12

Exploiting View-Specific Appearance Similarities Across Classes for Zero-Shot Pose Prediction: A Metric Learning Approach

Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Few-shot LearningEngineeringMachine LearningBiometricsImage Analysis +20

Efficient video annotation with visual interpolation and frame selection guidance

Alina Kuznetsova, Aakrati Talati, Yiwen Luo, +2

EngineeringMachine LearningAutomatic Annotation ToolVideo SummarizationLinear Interpolation +16

Detecting Visual Relationships Using Box Attention

Alexander Kolesnikov, Alina Kuznetsova, Christoph H. Lampert, +1

Machine VisionImage AnalysisMachine LearningData SciencePattern Recognition +13