Gaze Target Estimation
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Benchmarks
GazeFollow
VideoAttentionTarget
Most implemented
Gaze Target Estimation Anywhere with Concepts
Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders
ViTGaze: Gaze Following with Interaction Features in Vision Transformers
Multimodal Across Domains Gaze Target Detection
Papers
Gaze Target Estimation Anywhere with Concepts
Estimating human gaze targets from images in-the-wild is an important and formidable task. Existing approaches primarily employ brittle, multi-stage pipelines that require explicit inputs, like head bounding boxes and hu…
Gaze Target EstimationGaze EstimationTextGaze: Prompting Gaze Target Estimation with Textual Scene Cues
Gaze target estimation aims to infer the position of a person's gaze within a scene. Within mainstream design logic, multi-branch methods require extra supervision and annotations, while streamlined designs prioritize lo…
Gaze Target EstimationGaze EstimationPAGE: Towards Practical Human-level Gaze Target Estimation
Gaze target estimation, the task of predicting where a person is looking in a scene, is crucial to understanding human attention and intent. It is a challenging task that combines high-level understanding of global scene…
Gaze Target EstimationSpatial ReasoningGaze EstimationMulti-scale Object-Aware Gaze Estimation via Geometric Reasoning
Gaze target estimation aims to predict the semantic object an observer fixates upon within an image, a task deeply rooted in the object-oriented nature of human gaze. Observers tend to select a specific semantic entity a…
Gaze Target EstimationGaze EstimationOmniGF: A Dual-Branch Vision-Language Framework for Unified Gaze Following
Understanding human gaze behavior is essential for complex scene comprehension and human-computer interaction. Traditional gaze following models are typically restricted to pure spatial localization, lacking the high-lev…
Gaze Target EstimationText GenerationMulti-view Gaze Target Estimation
This paper presents a method that utilizes multiple camera views for the gaze target estimation (GTE) task. The approach integrates information from different camera views to improve accuracy and expand applicability, ad…
Gaze Target EstimationGaze Estimation