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Generic event boundary detection (GEBD) aims to split video into chunks at a broad and diverse set of actions as humans naturally perceive event boundaries. In this study, we present an approach that considers the correlation between…

Computer Vision and Pattern Recognition · Computer Science 2023-01-12 Van Thong Huynh , Hyung-Jeong Yang , Guee-Sang Lee , Soo-Hyung Kim

The task of Generic Event Boundary Detection (GEBD) aims to detect moments in videos that are naturally perceived by humans as generic and taxonomy-free event boundaries. Modeling the dynamically evolving temporal and spatial changes in a…

Computer Vision and Pattern Recognition · Computer Science 2022-10-13 Ayush K. Rai , Tarun Krishna , Julia Dietlmeier , Kevin McGuinness , Alan F. Smeaton , Noel E. O'Connor

Generic Event Boundary Detection (GEBD) aims to detect moments where humans naturally perceive as event boundaries. In this paper, we present Structured Context Transformer (or SC-Transformer) to solve the GEBD task, which can be trained in…

Computer Vision and Pattern Recognition · Computer Science 2022-06-08 Congcong Li , Xinyao Wang , Dexiang Hong , Yufei Wang , Libo Zhang , Tiejian Luo , Longyin Wen

Generic event boundary detection (GEBD) aims to identify natural boundaries in a video, segmenting it into distinct and meaningful chunks. Despite the inherent subjectivity of event boundaries, previous methods have focused on deterministic…

Computer Vision and Pattern Recognition · Computer Science 2025-08-19 Jaejun Hwang , Dayoung Gong , Manjin Kim , Minsu Cho

Generic event boundary detection (GEBD) aims at pinpointing event boundaries naturally perceived by humans, playing a crucial role in understanding long-form videos. Given the diverse nature of generic boundaries, spanning different video…

Computer Vision and Pattern Recognition · Computer Science 2024-07-08 Ziwei Zheng , Lijun He , Le Yang , Fan Li

Generic Event Boundary Detection (GEBD) is a newly suggested video understanding task that aims to find one level deeper semantic boundaries of events. Bridging the gap between natural human perception and video understanding, it has…

Computer Vision and Pattern Recognition · Computer Science 2021-12-01 Hyolim Kang , Jinwoo Kim , Taehyun Kim , Seon Joo Kim

Generic Event Boundary Detection (GEBD) aims to interpret long-form videos through the lens of human perception. However, current GEBD methods require processing complete video frames to make predictions, unlike humans processing data…

Computer Vision and Pattern Recognition · Computer Science 2025-10-09 Hyungrok Jung , Daneul Kim , Seunggyun Lim , Jeany Son , Jonghyun Choi

Generic event boundary detection aims to localize the generic, taxonomy-free event boundaries that segment videos into chunks. Existing methods typically require video frames to be decoded before feeding into the network, which demands…

Computer Vision and Pattern Recognition · Computer Science 2022-03-30 Congcong Li , Xinyao Wang , Longyin Wen , Dexiang Hong , Tiejian Luo , Libo Zhang

This paper presents a novel task together with a new benchmark for detecting generic, taxonomy-free event boundaries that segment a whole video into chunks. Conventional work in temporal video segmentation and action detection focuses on…

Computer Vision and Pattern Recognition · Computer Science 2021-08-20 Mike Zheng Shou , Stan Weixian Lei , Weiyao Wang , Deepti Ghadiyaram , Matt Feiszli

Generic event boundary detection aims to localize the generic, taxonomy-free event boundaries that segment videos into chunks. Existing methods typically require video frames to be decoded before feeding into the network, which contains…

Computer Vision and Pattern Recognition · Computer Science 2023-09-28 Libo Zhang , Xin Gu , Congcong Li , Tiejian Luo , Heng Fan

Generic event boundary detection is an important yet challenging task in video understanding, which aims at detecting the moments where humans naturally perceive event boundaries. The main challenge of this task is perceiving various…

Computer Vision and Pattern Recognition · Computer Science 2022-04-04 Jiaqi Tang , Zhaoyang Liu , Chen Qian , Wayne Wu , Limin Wang

Detecting generic, taxonomy-free event boundaries invideos represents a major stride forward towards holisticvideo understanding. In this paper we present a technique forgeneric event boundary detection based on a two stream in-flated 3D…

Computer Vision and Pattern Recognition · Computer Science 2021-06-21 Ayush K Rai , Tarun Krishna , Julia Dietlmeier , Kevin McGuinness , Alan F Smeaton , Noel E O'Connor

Generic event boundary detection (GEBD) is an important yet challenging task in video understanding, which aims at detecting the moments where humans naturally perceive event boundaries. In this paper, we present a local context modeling…

Computer Vision and Pattern Recognition · Computer Science 2022-07-01 Jiaqi Tang , Zhaoyang Liu , Jing Tan , Chen Qian , Wayne Wu , Limin Wang

Temporal Action Localization (TAL) remains a fundamental challenge in video understanding, aiming to identify the start time, end time, and category of all action instances within untrimmed videos. While recent single-stage, anchor-free…

Computer Vision and Pattern Recognition · Computer Science 2025-12-02 Thisara Rathnayaka , Uthayasanker Thayasivam

Generic Event Boundary Detection (GEBD) is a newly introduced task that aims to detect "general" event boundaries that correspond to natural human perception. In this paper, we introduce a novel contrastive learning based approach to deal…

Computer Vision and Pattern Recognition · Computer Science 2021-06-23 Hyolim Kang , Jinwoo Kim , Kyungmin Kim , Taehyun Kim , Seon Joo Kim

Generic event boundary detection (GEBD), inspired by human visual cognitive behaviors of consistently segmenting videos into meaningful temporal chunks, finds utility in various applications such as video editing and. In this paper, we…

Computer Vision and Pattern Recognition · Computer Science 2024-07-18 Ziwei Zheng , Zechuan Zhang , Yulin Wang , Shiji Song , Gao Huang , Le Yang

The task of temporally grounding language queries in videos is to temporally localize the best matched video segment corresponding to a given language (sentence). It requires certain models to simultaneously perform visual and linguistic…

Computer Vision and Pattern Recognition · Computer Science 2019-12-19 Jingwen Wang , Lin Ma , Wenhao Jiang

Generic Event Boundary Detection (GEBD) task aims to recognize generic, taxonomy-free boundaries that segment a video into meaningful events. Current methods typically involve a neural model trained on a large volume of data, demanding…

Computer Vision and Pattern Recognition · Computer Science 2024-05-14 Sourabh Vasant Gothe , Vibhav Agarwal , Sourav Ghosh , Jayesh Rajkumar Vachhani , Pranay Kashyap , Barath Raj Kandur Raja

The introduction of Transformer model has led to tremendous advancements in sequence modeling, especially in text domain. However, the use of attention-based models for video understanding is still relatively unexplored. In this paper, we…

Computer Vision and Pattern Recognition · Computer Science 2021-03-19 Saurabh Sahu , Palash Goyal

Generic Event Boundary Detection (GEBD) aims to identify moments in videos that humans perceive as event boundaries. This paper proposes a novel method for addressing this task, called Structured Context Learning, which introduces the…

Computer Vision and Pattern Recognition · Computer Science 2025-12-02 Xin Gu , Congcong Li , Xinyao Wang , Dexiang Hong , Libo Zhang , Tiejian Luo , Longyin Wen , Heng Fan
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