Egocentric visual scene description based on human-object interaction and deep spatial relations among objects
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-6286-9
Abstract: Visual Scene interpretation is one of the major areas of research in the recent past. Recognition of human object interaction is a fundamental step towards understanding visual scenes. Videos can be described via a variety of… read more here.
Keywords: visual scene; object interaction; human object; spatial relations ... See more keywords
Spatial-Net for Human-Object Interaction Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3199380
Abstract: Human-object interaction (HOI) detection is the detection of a human’s relationship with an object in still images and videos. The majority of HOI detection methods rely on appearance features as the primary feature for detecting… read more here.
Keywords: object interaction; object; detection; spatial net ... See more keywords
Understanding Atomic Hand-Object Interaction With Human Intention
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3058688
Abstract: Hand-object interaction plays a very important role when humans manipulate objects. While existing methods focus on improving hand-object recognition with fully automatic methods, human intention has been largely neglected in the recognition process, thus leading… read more here.
Keywords: human intention; hand; hand object; object interaction ... See more keywords
Few-Shot Human-Object Interaction Recognition With Semantic-Guided Attentive Prototypes Network
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2020.3046861
Abstract: Extreme instance imbalance among categories and combinatorial explosion make the recognition of Human-Object Interaction (HOI) a challenging task. Few studies have addressed both challenges directly. Motivated by the success of few-shot learning that learns a… read more here.
Keywords: recognition; hoi; object interaction; attentive prototypes ... See more keywords
Leaning-Based Interfaces Improve Simultaneous Locomotion and Object Interaction in VR Compared to the Handheld Controller.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on visualization and computer graphics"
DOI: 10.1109/tvcg.2023.3275111
Abstract: Physical walking is often considered the gold standard for VR travel whenever feasible. However, limited free-space walking areas in the real-world do not allow exploring larger-scale virtual environments by actual walking. Therefore, users often require… read more here.
Keywords: locomotion; interaction; leaning based; object interaction ... See more keywords
Transition Motion Synthesis for Object Interaction based on Learning Transition Strategies
Sign Up to like & getrecommendations! Published in 2022 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14499
Abstract: In this study, we focus on developing a motion synthesis framework that generates a natural transition motion between two different behaviours to interact with a moving object. Specifically, the proposed framework generates the transition motion,… read more here.
Keywords: transition motion; object interaction; motion; motion synthesis ... See more keywords