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Can human reading comprehension be assessed from eye movements in reading? In this work, we address this longstanding question using large-scale eyetracking data over textual materials that are geared towards behavioral analyses of reading…

计算与语言 · 计算机科学 2025-02-18 Omer Shubi , Yoav Meiri , Cfir Avraham Hadar , Yevgeni Berzak

Gaze tracking is a useful human-to-computer interface, which plays an increasingly important role in a range of mobile applications. Gaze calibration is an indispensable component of gaze tracking, which transforms the eye coordinates to…

人机交互 · 计算机科学 2022-10-03 Songzhou Yang , Meng Jin , Yuan He

Eye movements play a vital role in perceiving the world. Eye gaze can give a direct indication of the users point of attention, which can be useful in improving human-computer interaction. Gaze estimation in a non-intrusive manner can make…

计算机视觉与模式识别 · 计算机科学 2019-07-11 Anjith George

We present a new and accurate approach for gaze estimation on consumer computing devices. We take advantage of continued strides in the quality of user-facing cameras found in e.g., smartphones, laptops, and desktops - 4K or greater in…

人机交互 · 计算机科学 2026-03-23 Taejun Kim , Vimal Mollyn , Riku Arakawa , Chris Harrison

Existing eye tracking software have certain limitations, especially with respect to monitoring reading online: (1) Most eye tracking software record eye tracking data as raw coordinates and stimuli as screen images/videos, but without…

人机交互 · 计算机科学 2026-01-06 Daniel Hienert , Heiko Schmidt , Thomas Krämer , Dagmar Kern

Eye tracking has been a pivotal tool in diverse fields such as vision research, language analysis, and usability assessment. The majority of prior investigations, however, have concentrated on expansive desktop displays employing…

计算机视觉与模式识别 · 计算机科学 2024-09-05 Sushmanth reddy , Jyothi Swaroop Reddy

A single digital newsletter usually contains many messages (regions). Users' reading time spent on, and read level (skip/skim/read-in-detail) of each message is important for platforms to understand their users' interests, personalize their…

Despite significant advances in improving the gaze tracking accuracy under controlled conditions, the tracking robustness under real-world conditions, such as large head pose and movements, use of eyeglasses, illumination and eye type…

计算机视觉与模式识别 · 计算机科学 2018-01-04 Nuri Murat Arar , Jean-Philippe Thiran

The way our eyes move while reading can tell us about the cognitive effort required to process the text. In the present study, we use this fact to generate texts with controllable reading ease. Our method employs a model that predicts human…

计算与语言 · 计算机科学 2026-01-27 Andreas Säuberli , Darja Jepifanova , Diego Frassinelli , Barbara Plank

Vision based text entry systems aim to help disabled people achieve text communication using eye movement. Most previous methods have employed an existing eye tracker to predict gaze direction and design an input method based upon that.…

计算机视觉与模式识别 · 计算机科学 2017-07-04 Chi Zhang , Rui Yao , Jinpeng Cai

Gaze-tracking is a novel way of interacting with computers which allows new scenarios, such as enabling people with motor-neuron disabilities to control their computers or doctors to interact with patient information without touching screen…

人工智能 · 计算机科学 2020-10-13 Jatin Sharma , Jon Campbell , Pete Ansell , Jay Beavers , Christopher O'Dowd

In Interactive Information Retrieval (IIR) experiments the user's gaze motion on web pages is often recorded with eye tracking. The data is used to analyze gaze behavior or to identify Areas of Interest (AOI) the user has looked at. So far,…

信息检索 · 计算机科学 2019-02-13 Daniel Hienert , Dagmar Kern , Matthew Mitsui , Chirag Shah , Nicholas J. Belkin

Reading is a challenging task for low vision people. While conventional low vision aids (e.g., magnification) offer certain support, they cannot fully address the difficulties faced by low vision users, such as locating the next line and…

人机交互 · 计算机科学 2024-02-26 Ru Wang , Zach Potter , Yun Ho , Daniel Killough , Linxiu Zeng , Sanbrita Mondal , Yuhang Zhao

Eye-tracking data reveals valuable insights into users' cognitive states but is difficult to analyze due to its structured, non-linguistic nature. While large language models (LLMs) excel at reasoning over text, they struggle with temporal…

人机交互 · 计算机科学 2025-07-25 Dongyang Guo , Yasmeen Abdrabou , Enkeleda Thaqi , Enkelejda Kasneci

In this work, we analyze how human gaze during reading comprehension is conditioned on the given reading comprehension question, and whether this signal can be beneficial for machine reading comprehension. To this end, we collect a new…

计算与语言 · 计算机科学 2020-10-16 Jonathan Malmaud , Roger Levy , Yevgeni Berzak

From scientific research to commercial applications, eye tracking is an important tool across many domains. Despite its range of applications, eye tracking has yet to become a pervasive technology. We believe that we can put the power of…

计算机视觉与模式识别 · 计算机科学 2016-06-21 Kyle Krafka , Aditya Khosla , Petr Kellnhofer , Harini Kannan , Suchendra Bhandarkar , Wojciech Matusik , Antonio Torralba

Charts are a crucial visual medium for communicating and representing information. While Large Vision-Language Models (LVLMs) have made progress on chart question answering (CQA), the task remains challenging, particularly when models…

We present a novel approach for determining learners' second language proficiency which utilizes behavioral traces of eye movements during reading. Our approach provides stand-alone eyetracking based English proficiency scores which reflect…

计算与语言 · 计算机科学 2018-04-25 Yevgeni Berzak , Boris Katz , Roger Levy

Eye movements during reading offer insights into both the reader's cognitive processes and the characteristics of the text that is being read. Hence, the analysis of scanpaths in reading have attracted increasing attention across fields,…

计算与语言 · 计算机科学 2023-05-19 Shuwen Deng , David R. Reich , Paul Prasse , Patrick Haller , Tobias Scheffer , Lena A. Jäger

Eye Tracking (ET) can help to understand visual attention and cognitive processes in interactive environments. In attention tasks, distinguishing between relevant target objects and distractors is crucial for effective performance, yet the…

人机交互 · 计算机科学 2025-08-29 Abdul Rehman , Ilona Heldal , Jerry Chun-Wei Lin