ACM MM

Beyond Vision: Contextually Enriched Image Captioning with Multi-Modal Retrieval

超越视觉：基于多模态检索的上下文丰富图像描述

Nguyen Lam Phu Quy, Pham Phu Hoa, Tran Chi Nguyen, Dao Sy Duy Minh, Nguyen Hoang Minh Ngoc, Huynh Trung Kiet

机构 * University of Science - VNUHCM（越南胡志明市大学） ； Nanyang Technological University（南洋理工大学） 纠错

AI总结 本文提出一种多模态检索方法，通过整合外部文本知识生成更丰富的上下文图像描述，提升视觉-文本理解能力。

Comments 7 pages, 5 figures. System description for the EVENTA Grand Challenge (Track 1) at ACM MM'25

GTATrack: Winner Solution to SoccerTrack 2025 with Deep-EIoU and Global Tracklet Association

GTATrack: 2025 SoccerTrack 挑战赛中采用深度EIoU和全局轨迹关联的胜出方案

Rong-Lin Jian, Ming-Chi Luo, Chen-Wei Huang, Chia-Ming Lee, Yu-Fan Lin, Chih-Chung Hsu

机构 * Institute of Intelligent Systems\ of AI, National Yang Ming Chiao Tung University Tainan Taiwan ； Department of Computer Science , National Yang Ming Chiao Tung University Hsinchu Taiwan ； Technology National Central University Taoyuan Taiwan ； Institute of Data Science\ Cheng Kung University Tainan Taiwan ； Miin Wu School of Computing\ Cheng Kung University Tainan Taiwan ； Institute of Intelligent Systems\ of AI, National Yang Ming Chiao Tung University ； Department of Computer Science , National Yang Ming Chiao Tung University ； Technology National Central University ； Institute of Data Science\ Cheng Kung University ； Miin Wu School of Computing\ Cheng Kung University 纠错

AI总结 GTATrack通过深度EIoU和全局轨迹关联技术，在2025 SoccerTrack挑战赛中以高HOTA得分和低假阳性率实现足球跟踪的最优性能。

Comments Winner Solution of SoccerTrack in ACM Multimedia 2025 Workshop MMSports