Opening up Open-World Tracking

22 April 2021

Laura Leal-Taixé

Papers citing "Opening up Open-World Tracking"

47 / 47 papers shown

Title
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection Q. Yang Yuan Yao Miaomiao Cui Liefeng Bo VLM 61 0 0 30 Apr 2025
EffOWT: Transfer Visual Language Models to Open-World Tracking Efficiently and Effectively Bingyang Wang Kaer Huang Bin Li Yiqiang Yan L. Zhang Huchuan Lu You He VLM 37 0 0 07 Apr 2025
Zero-Shot 4D Lidar Panoptic Segmentation Yushan Zhang Aljosa Osep Laura Leal-Taixé Tim Meinhardt 3DPC 47 1 0 01 Apr 2025
Open-World Panoptic Segmentation Matteo Sodano Federico Magistri Jens Behley Cyrill Stachniss VLM 76 0 0 17 Dec 2024
UADet: A Remarkably Simple Yet Effective Uncertainty-Aware Open-Set Object Detection Framework Silin Cheng Yuanpei Liu Kai Han EDL 83 0 0 12 Dec 2024
OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking Haiji Liang Ruize Han VLM 32 1 0 23 Oct 2024
OW-Rep: Open World Object Detection with Instance Representation Learning Sunoh Lee Minsik Jeon Jihong Min Junwon Seo ObjD 143 0 0 24 Sep 2024
Lidar Panoptic Segmentation in an Open World Anirudh S Chakravarthy Meghana Reddy Ganesina Peiyun Hu Laura Leal-Taixe Shu Kong Deva Ramanan Aljosa Osep 31 1 0 22 Sep 2024
SLAck: Semantic, Location, and Appearance Aware Open-Vocabulary Tracking Siyuan Li Lei Ke Yung-Hsu Yang Luigi Piccinelli Mattia Segu Martin Danelljan Luc Van Gool VLM 32 4 0 17 Sep 2024
OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking Zekun Qian Ruize Han Wei Feng Junhui Hou Linqi Song Song Wang 34 1 0 19 Jul 2024
Unified Embedding Alignment for Open-Vocabulary Video Instance Segmentation Hao Fang Peng Wu Yawei Li Xinxin Zhang Xiankai Lu VLM 29 6 0 10 Jul 2024
The Progression of Transformers from Language to Vision to MOT: A Literature Review on Multi-Object Tracking with Transformers Abhi Kamboj 30 0 0 24 Jun 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 37 22 0 06 Jun 2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation Shengcao Cao Jiuxiang Gu Jason Kuen Hao Tan Ruiyi Zhang Handong Zhao A. Nenkova Liangyan Gui Tong Sun Yu-Xiong Wang VLM OCL 33 3 0 18 Apr 2024
Self-Supervised Multi-Object Tracking with Path Consistency Zijia Lu Bing Shuai Yanbei Chen Zhenlin Xu Davide Modolo VOT 42 10 0 08 Apr 2024
JRDB-PanoTrack: An Open-world Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments Duy-Tho Le Chenhui Gou Stavya Datta Hengcan Shi Ian Reid Jianfei Cai Hamid Rezatofighi 27 2 0 02 Apr 2024
CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation Wenqi Zhu Jiale Cao Jin Xie Shuangming Yang Yanwei Pang VLM CLIP 39 2 0 19 Mar 2024
NetTrack: Tracking Highly Dynamic Objects with a Net Guang-Zheng Zheng Shijie Lin Haobo Zuo Changhong Fu Jia Pan 35 10 0 17 Mar 2024
HASSOD: Hierarchical Adaptive Self-Supervised Object Detection Shengcao Cao Dhiraj Joshi Liangyan Gui Yu-Xiong Wang 19 11 0 05 Feb 2024
Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation Ze-Long Cheng Kehan Li Hao Li Peng Jin Chang Liu Xiawu Zheng Rongrong Ji Jie Chen VOS 30 2 0 18 Jan 2024
Zero-Shot Open-Vocabulary Tracking with Large Pre-Trained Models Wen-Hsuan Chu Adam W. Harley P. Tokmakov Achal Dave Leonidas J. Guibas Katerina Fragkiadaki VLM 26 7 0 10 Oct 2023
Unsupervised 3D Perception with 2D Vision-Language Distillation for Autonomous Driving Mahyar Najibi Jingwei Ji Yin Zhou C. Qi Xinchen Yan Scott Ettinger Drago Anguelov 16 27 0 25 Sep 2023
Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles from Driving Scenes Youssef Shoeb Robin Shing Moon Chan Gesina Schwalbe Azarm Nowzard Fatma Guney Hanno Gottschalk 11 6 0 08 Sep 2023
Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 35 121 0 07 Sep 2023
Video OWL-ViT: Temporally-consistent open-world localization in video G. Heigold Matthias Minderer A. Gritsenko Alex Bewley Daniel Keysers Mario Luvcić F. I. F. Richard Yu Thomas Kipf VLM 11 14 0 22 Aug 2023
UGainS: Uncertainty Guided Anomaly Instance Segmentation Alexey Nekrasov Alexander Hermans L. Kuhnert Bastian Leibe 24 11 0 03 Aug 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Bernard Ghanem Dacheng Tao ObjD VLM 34 136 0 28 Jun 2023
A survey on deep learning approaches for data integration in autonomous driving system Xi Zhu Likang Wang Caifa Zhou Xiya Cao Yue Gong L. Chen 36 1 0 17 Jun 2023
OpenVIS: Open-vocabulary Video Instance Segmentation Pinxue Guo Tony Huang Peiyang He Xuefeng Liu Tianjun Xiao Zhaoyu Chen Wenqiang Zhang VLM 33 16 0 26 May 2023
Type-to-Track: Retrieve Any Object via Prompt-based Tracking Pha Nguyen Kha Gia Quach Kris M. Kitani Khoa Luu 39 18 0 22 May 2023
OVTrack: Open-Vocabulary Multiple Object Tracking Siyuan Li Tobias Fischer Lei Ke Henghui Ding Martin Danelljan F. I. F. Richard Yu DiffM 30 44 0 17 Apr 2023
Towards Open-Vocabulary Video Instance Segmentation Haochen Wang Cilin Yan Shuailong Wang Xiaolong Jiang XU Tang Yao Hu Weidi Xie E. Gavves VOS VLM 23 29 0 04 Apr 2023
Video Instance Segmentation in an Open-World Omkar Thawakar Sanath Narayan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Jorma T. Laaksonen M. Shah F. Khan VLM 9 2 0 03 Apr 2023
Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision Tarun Kalluri Weiyao Wang Heng Wang Manmohan Chandraker Lorenzo Torresani Du Tran 25 6 0 09 Mar 2023
Beyond SOT: Tracking Multiple Generic Objects at Once Christoph Mayer Martin Danelljan Ming-Hsuan Yang V. Ferrari Luc Van Gool Alina Kuznetsova VOT 13 11 0 22 Dec 2022
GOOD: Exploring Geometric Cues for Detecting Objects in an Open World Haiwen Huang Andreas Geiger Dan Zhang VLM ObjD 19 11 0 22 Dec 2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 25 6 0 20 Dec 2022
PROB: Probabilistic Objectness for Open World Object Detection O. Zohar Kuan-Chieh Jackson Wang Serena Yeung 4 58 0 02 Dec 2022
Robust Online Video Instance Segmentation with Track Queries Zitong Zhan Daniel McKee Svetlana Lazebnik 26 9 0 16 Nov 2022
Motion Inspired Unsupervised Perception and Prediction in Autonomous Driving Mahyar Najibi Jingwei Ji Yin Zhou C. Qi Xinchen Yan Scott Ettinger Drago Anguelov 33 62 0 14 Oct 2022
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video A. Athar Jonathon Luiten P. Voigtlaender Tarasha Khurana Achal Dave Bastian Leibe Deva Ramanan VOS VLM 18 57 0 25 Sep 2022
Tracking Every Thing in the Wild Siyuan Li Martin Danelljan Henghui Ding Thomas E. Huang F. I. F. Richard Yu 25 40 0 26 Jul 2022
Open-World Instance Segmentation: Exploiting Pseudo Ground Truth From Learned Pairwise Affinity Weiyao Wang Matt Feiszli Heng Wang Jitendra Malik Du Tran ISeg 22 48 0 12 Apr 2022
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan F. Khan Muhammad Haris Khan M. Felsberg Jirí Matas 37 126 0 06 Dec 2021
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos A. Athar Sabarinath Mahadevan Aljosa Osep Laura Leal-Taixé Bastian Leibe VOS 77 170 0 18 Mar 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation Tianfei Zhou Shunzhou Wang Yi Zhou Yazhou Yao Jianwu Li Ling Shao VOS 127 189 0 09 Mar 2020
UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking Jonathon Luiten Idil Esen Zulfikar Bastian Leibe VOS 130 62 0 15 Jan 2020