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Papers Gaze Target Estimation

“Gaze Target Estimation” 태그가 달린 논문 12편 · 필터 해제

Gaze Target Estimation Anywhere with Concepts

2026-08-11 · Xu Cao, Houze Yang, Vipin Gunda, Zhongyi Zhou 외 hf

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 Estimation

TextGaze: Prompting Gaze Target Estimation with Textual Scene Cues

2026-07-11 · Junhui She, Fei Wang, Kun Li, Yiqi Nie 외 arxiv

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 Estimation

PAGE: Towards Practical Human-level Gaze Target Estimation

2026-07-06 · Zhoutong Ye, Chengwen Zhang, Zhaibin Cui, Mingze Sun 외 arxiv

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 Estimation

Multi-scale Object-Aware Gaze Estimation via Geometric Reasoning

2026-06-28 · Jiajie Mi, Xinyu Liu, Mengke Song, Chenglizhao Chen arxiv

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 Estimation

OmniGF: A Dual-Branch Vision-Language Framework for Unified Gaze Following

2026-05-26 · Qiaomu Miao, Haoyu Wu, Jingyi Xu, Minh Hoai 외 arxiv

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 Generation

Multi-view Gaze Target Estimation

2025-08-07 · Qiaomu Miao, Vivek Raju Golani, Jingyi Xu, Progga Paromita Dutta 외 arxiv

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

Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders

2024-12-12 · CVPR 2025 1 · Fiona Ryan, Ajay Bati, Sangmin Lee, Daniel Bolya 외

We address the problem of gaze target estimation, which aims to predict where a person is looking in a scene. Predicting a person's gaze target requires reasoning both about the person's appearance and the contents of th…

Gaze Target Estimation

GazeHTA: End-to-end Gaze Target Detection with Head-Target Association

2024-04-16 · Zhi-Yi Lin, Jouh Yeong Chew, Jan van Gemert, Xucong Zhang

We propose an end-to-end approach for gaze target detection: predicting a head-target connection between individuals and the target image regions they are looking at. Most of the existing methods use independent componen…

Gaze Target Estimation

A Gaze-grounded Visual Question Answering Dataset for Clarifying Ambiguous Japanese Questions

2024-03-26 · Shun Inadumi, Seiya Kawano, Akishige Yuguchi, Yasutomo Kawanishi 외

Situated conversations, which refer to visual information as visual question answering (VQA), often contain ambiguities caused by reliance on directive information. This problem is exacerbated because some languages, suc…

Gaze Target EstimationQuestion AnsweringVisual Question AnsweringVisual Question Answering (VQA)

ViTGaze: Gaze Following with Interaction Features in Vision Transformers

2024-03-19 · Yuehao Song, Xinggang Wang, Jingfeng Yao, Wenyu Liu 외

Gaze following aims to interpret human-scene interactions by predicting the person's focal point of gaze. Prevailing approaches often adopt a two-stage framework, whereby multi-modality information is extracted in the in…

Gaze Target Estimation

Multimodal Across Domains Gaze Target Detection

2022-08-23 · Francesco Tonini, Cigdem Beyan, Elisa Ricci

This paper addresses the gaze target detection problem in single images captured from the third-person perspective. We present a multimodal deep architecture to infer where a person in a scene is looking. This spatial mo…

Gaze EstimationGaze Target Estimation

Where are they looking?

2015-12-01 · NeurIPS 2015 12 · Adria Recasens, Aditya Khosla, Carl Vondrick, Antonio Torralba

Humans have the remarkable ability to follow the gaze of other people to identify what they are looking at. Following eye gaze, or gaze-following, is an important ability that allows us to understand what other people ar…

Gaze Target Estimation
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