國立虎尾科技大學 |

Human activity recognition and anomaly detection = 4th international workshop, DL-HAR 2024, and first international workshop, ADFM 2024, held in conjunction with IJCAI 2024 Jeju, South Korea, August 3-9, 2024, revised selected papers /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Human activity recognition and anomaly detection/ edited by Kuan-Chuan Peng ... [et al.].
Reminder of title:	4th international workshop, DL-HAR 2024, and first international workshop, ADFM 2024, held in conjunction with IJCAI 2024 Jeju, South Korea, August 3-9, 2024, revised selected papers /
other author:	Peng, Kuan-Chuan.
corporate name:	Workshop on the Preservation of Stability under Discretization
Published:	Singapore :Springer Nature Singapore : : 2025.,
Description:	xiv, 147 p. :ill., digital ; : 24 cm.;
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence. -
Online resource:	https://doi.org/10.1007/978-981-97-9003-6
ISBN:	9789819790036

Human activity recognition and anomaly detection = 4th international workshop, DL-HAR 2024, and first international workshop, ADFM 2024, held in conjunction with IJCAI 2024 Jeju, South Korea, August 3-9, 2024, revised selected papers /
Human activity recognition and anomaly detection4th international workshop, DL-HAR 2024, and first international workshop, ADFM 2024, held in conjunction with IJCAI 2024 Jeju, South Korea, August 3-9, 2024, revised selected papers /[electronic resource] :edited by Kuan-Chuan Peng ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xiv, 147 p. :ill., digital ;24 cm. - Communications in computer and information science,22011865-0937 ;. - Communications in computer and information science ;311..

-- Anomaly Detection with Foundation Models. -- GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection. -- CLIP-AD: A Language-Guided Staged Dual-Path Model for Zero-shot Anomaly Detection. -- DDPM-MoCo: Advancing Industrial Surface Defect Generation and Detection with Generative and Contrastive Learning. -- Dual Memory-guided Probabilistic Model for Weakly-supervised Anomaly Detection. -- Deep Learning for Human Activity Recognition. -- Real-Time Human Action Prediction via Pose Kinematics. -- Uncertainty Awareness for Unsupervised Domain Adaptation on Human Activity Recognition. -- Deep Interaction Feature Fusion for Robust Human Activity Recognition. -- How effective are Self-Supervised models for Contact Identification in Videos. -- A Wearable Multi-Modal Edge-Computing System for Real-Time Kitchen Activity Recognition.

This book constitutes the refereed proceedings of the 4th International and First International Workshop on Human Activity Recognition and Anomaly Detection, Conjunction with IJCAI 2024, held in Jeju, South Korea, during August 3-9, 2024. The 9 full papers included in this book were carefully reviewed and selected from 14 submissions. They were organized in topical sections as follows: Anomaly Detection with Foundation Models and Deep Learning for Human Activity Recognition.

ISBN: 9789819790036

Standard No.: 10.1007/978-981-97-9003-6doiSubjects--Topical Terms:

677887
Artificial intelligence.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Human activity recognition and anomaly detection = 4th international workshop, DL-HAR 2024, and first international workshop, ADFM 2024, held in conjunction with IJCAI 2024 Jeju, South Korea, August 3-9, 2024, revised selected papers /
LDR:02626nam a22003375a 4500 001 1172114
003 DE-He213
005 20260416120443.0
006 m d
007 cr nn 008maaau
008 260625s2025 si s 0 eng d
020 $a 9789819790036 $q (electronic bk.)
020 $a 9789819790029 $q (paper)
024 7 $a 10.1007/978-981-97-9003-6 $2 doi
035 $a 978-981-97-9003-6
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334 $b .I61 2024
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Human activity recognition and anomaly detection $h [electronic resource] : $b 4th international workshop, DL-HAR 2024, and first international workshop, ADFM 2024, held in conjunction with IJCAI 2024 Jeju, South Korea, August 3-9, 2024, revised selected papers / $c edited by Kuan-Chuan Peng ... [et al.].
260 $a Singapore : $c 2025. $b Springer Nature Singapore : $b Imprint: Springer,
300 $a xiv, 147 p. : $b ill., digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2201
505 0 $a -- Anomaly Detection with Foundation Models. -- GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection. -- CLIP-AD: A Language-Guided Staged Dual-Path Model for Zero-shot Anomaly Detection. -- DDPM-MoCo: Advancing Industrial Surface Defect Generation and Detection with Generative and Contrastive Learning. -- Dual Memory-guided Probabilistic Model for Weakly-supervised Anomaly Detection. -- Deep Learning for Human Activity Recognition. -- Real-Time Human Action Prediction via Pose Kinematics. -- Uncertainty Awareness for Unsupervised Domain Adaptation on Human Activity Recognition. -- Deep Interaction Feature Fusion for Robust Human Activity Recognition. -- How effective are Self-Supervised models for Contact Identification in Videos. -- A Wearable Multi-Modal Edge-Computing System for Real-Time Kitchen Activity Recognition.
520 $a This book constitutes the refereed proceedings of the 4th International and First International Workshop on Human Activity Recognition and Anomaly Detection, Conjunction with IJCAI 2024, held in Jeju, South Korea, during August 3-9, 2024. The 9 full papers included in this book were carefully reviewed and selected from 14 submissions. They were organized in topical sections as follows: Anomaly Detection with Foundation Models and Deep Learning for Human Activity Recognition.
650 0 $a Artificial intelligence. $3 677887
650 0 $a Compilers (Computer programs) $3 1502906
650 0 $a Computer simulation. $3 560190
650 1 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Compilers and Interpreters. $3 1365748
650 2 4 $a Computer Modelling. $3 1365730
700 1 $a Peng, Kuan-Chuan. $3 1502905
710 2 $a SpringerLink (Online service) $3 593884
711 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 311. $3 881211
856 4 0 $u https://doi.org/10.1007/978-981-97-9003-6
950 $a Artificial Intelligence (R0) (SpringerNature-85269)