Egocentric visual scene description based on human-object interaction and deep spatial relations among objects
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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
Semantic Recognition of Human-Object Interactions via Gaussian-Based Elliptical Modeling and Pixel-Level Labeling
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DOI: 10.1109/access.2021.3101716
Abstract: Human-Object Interaction (HOI) recognition, due to its significance in many computer vision-based applications, requires in-depth and meaningful details from image sequences. Incorporating semantics in scene understanding has led to a deep understanding of human-centric actions.… read more here.
Keywords: pixel level; level labeling; via gaussian; recognition ... See more keywords
Spatial-Net for Human-Object Interaction Detection
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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
Few-Shot Human-Object Interaction Recognition With Semantic-Guided Attentive Prototypes Network
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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
IPGN: Interactiveness Proposal Graph Network for Human-Object Interaction Detection
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2021.3096333
Abstract: Human-Object Interaction (HOI) Detection is an important task to understand how humans interact with objects. Most of the existing works treat this task as an exhaustive triplet $\left \langle{ human, verb, object }\right \rangle $… read more here.
Keywords: interaction; graph; stage; interactiveness ... See more keywords
Interact as You Intend: Intention-Driven Human-Object Interaction Detection
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DOI: 10.1109/tmm.2019.2943753
Abstract: The recent advances in instance-level detection tasks lay strong foundation for genuine comprehension of the visual scenes. However, the ability to fully comprehend a social scene is still in its preliminary stage. In this work,… read more here.
Keywords: intention; intention driven; interact intend; intend intention ... See more keywords
Understanding Human Object Vision: A Picture Is Worth a Thousand Representations.
Sign Up to like & getrecommendations! Published in 2022 at "Annual review of psychology"
DOI: 10.1146/annurev-psych-032720-041031
Abstract: Objects are the core meaningful elements in our visual environment. Classic theories of object vision focus upon object recognition and are elegant and simple. Some of their proposals still stand, yet the simplicity is gone.… read more here.
Keywords: understanding human; object vision; object recognition; psychology ... See more keywords
Resolving the Human–Object Divide in Sexual Objectification: How We Settle the Categorization Conflict When Categorizing Objectified and Nonobjectified Human Targets
Sign Up to like & getrecommendations! Published in 2019 at "Social Psychological and Personality Science"
DOI: 10.1177/1948550619875142
Abstract: Using a mouse-tracking technique, we measured the strength and the temporal unfolding of the conflict when people categorize objectified and nonobjectified human stimuli in the human or object category. We recorded participants’ hand movements when… read more here.
Keywords: categorization conflict; nonobjectified human; objectified nonobjectified; object divide ... See more keywords