Points as Queries: Weakly Semi-supervised Object Detection by Points

15 April 2021

Papers citing "Points as Queries: Weakly Semi-supervised Object Detection by Points"

50 / 51 papers shown

Title
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives Yuan Gao Shaobo Xia Peijie Wang Xiaohuan Xi Sheng Nie Cheng-Xiang Wang 95 1 0 24 Mar 2025
Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object Detection Yi Yu Xue Yang Yansheng Li Zhenjun Han Feipeng Da Junchi Yan 100 0 0 13 Feb 2025
Sparse Generation: Making Pseudo Labels Sparse for Point Weakly Supervised Object Detection on Low Data Volume Tian Ma Chuyang Shang Wanzhu Ren Yuancheng Li Jiiayi Yang 96 1 0 31 Dec 2024
Open-Vocabulary Panoptic Segmentation Using BERT Pre-Training of Vision-Language Multiway Transformer Model Yi-Chia Chen Wei-Hua Li Chu-Song Chen VLM 79 1 0 25 Dec 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 116 5 0 22 Oct 2024
POLO -- Point-based, multi-class animal detection Giacomo May Emanuele Dalsasso B. Kellenberger D. Tuia 97 3 0 15 Oct 2024
UAVDB: Trajectory-Guided Adaptable Bounding Boxes for UAV Detection Yu-Hsi Chen 93 2 0 09 Sep 2024
Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer Tahira Shehzadi Ifza Didier Stricker Muhammad Zeshan Afzal ViT 96 0 0 11 Jul 2024
HUWSOD: Holistic Self-training for Unified Weakly Supervised Object Detection Liujuan Cao Jianghang Lin Zebo Hong Yunhang Shen Shaohui Lin Chao Chen Rongrong Ji 64 0 0 27 Jun 2024
Detecting Endangered Marine Species in Autonomous Underwater Vehicle Imagery Using Point Annotations and Few-Shot Learning Heather J. Doig Oscar Pizarro Jacquomo Monk Stefan Williams 68 0 0 04 Jun 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation Pengyu Jie Wanquan Liu Chenqiang Gao Yihui Wen Rui He Pengcheng Li Jintao Zhang Deyu Meng 65 0 0 30 May 2024
Boosting Medical Image-based Cancer Detection via Text-guided Supervision from Reports Guangyu Guo Jiawen Yao Yingda Xia Tony C. W. Mok Zhilin Zheng Junwei Han Le Lu Dingwen Zhang Jian Zhou Ling Zhang 58 1 0 23 May 2024
On-the-Fly Point Annotation for Fast Medical Video Labeling A. Meyer J. Mazellier Jérémy Dana Nicolas Padoy 61 0 0 22 Apr 2024
What is Point Supervision Worth in Video Instance Segmentation? Shuaiyi Huang De-An Huang Zhiding Yu Shiyi Lan Subhashree Radhakrishnan Jose M. Alvarez Abhinav Shrivastava A. Anandkumar VOS 92 3 0 01 Apr 2024
Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human Matting Beomyoung Kim Myeong Yeon Yi Joonsang Yu Y. Yoo Sung Ju Hwang 3DH 106 0 0 01 Apr 2024
Point-DETR3D: Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection Hongzhi Gao Zheng Chen Zehui Chen Lin Chen Jiaming Liu Shanghang Zhang Feng Zhao 3DPC 88 1 0 22 Mar 2024
Weakly-semi-supervised object detection in remotely sensed imagery Ji Hun Wang Jeremy Irvin Beri Kohen Behar Ha Tran Raghav Samavedam Quentin Hsu Andrew Y. Ng 69 3 0 29 Nov 2023
Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervision Yu Yi Xue Yang Qingyun Li Feipeng Da Jifeng Dai Yu Qiao Junchi Yan 88 22 0 23 Nov 2023
PointOBB: Learning Oriented Object Detection via Single Point Supervision Junwei Luo Xue Yang Yi Yu Qingyun Li Junchi Yan Yansheng Li 94 29 0 23 Nov 2023
Click on Mask: A Labor-efficient Annotation Framework with Level Set for Infrared Small Target Detection Haoqing Li Jinfu Yang Yifei Xu Runshi Wang 89 0 0 19 Oct 2023
Semi-supervised Object Detection: A Survey on Recent Research and Progress Yanyang Wang Zhaoxiang Liu Kai Wang 63 10 0 25 Jun 2023
Deep Omni-supervised Learning for Rib Fracture Detection from Chest Radiology Images Zhizhong Chai Luyang Luo Huangjing Lin Pheng-Ann Heng Hao Chen 76 7 0 23 Jun 2023
Towards Precise Weakly Supervised Object Detection via Interactive Contrastive Learning of Context Information Lai Qi ChiMan Vong WSOD 61 2 0 27 Apr 2023
Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection B. Demirel Orhun Bugra Baran R. G. Cinbis 106 12 0 24 Apr 2023
Monte Carlo Linear Clustering with Single-Point Supervision is Enough for Infrared Small Target Detection Boyang Li Yingqian Wang Longguang Wang Fei Zhang Ting-Yuan Liu Zaiping Lin Wei An Yulan Guo 68 20 0 10 Apr 2023
Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision Xinyi Ying Li Liu Yingqian Wang Ruojing Li Nuo Chen Zaiping Lin Weidong Sheng Shilin Zhou 83 59 0 04 Apr 2023
Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning Jinwoo Kim Janghyuk Choi Ho-Jin Choi Seon Joo Kim OCL VLM 94 14 0 31 Mar 2023
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation Beomyoung Kim Joonhyun Jeong Dongyoon Han Sung Ju Hwang ISeg 95 26 0 27 Mar 2023
Towards Universal Vision-language Omni-supervised Segmentation Bowen Dong Jiaxi Gu Jianhua Han Hang Xu W. Zuo VLM 93 1 0 12 Mar 2023
OSRE: Object-to-Spot Rotation Estimation for Bike Parking Assessment Saghir Alfasly Zaid Al-Huda Saifullahi Aminu Bello Ahmed Elazab Jian Lu C. Xu 60 0 0 01 Mar 2023
Bounding Box Priors for Cell Detection with Point Annotations H. Aggrawal Dipam Goswami Vinti Agarwal 55 1 0 11 Nov 2022
SAP-DETR: Bridging the Gap Between Salient Points and Queries-Based Transformer Detector for Fast Model Convergency Yang Liu Yao Zhang Yixin Wang Yang Zhang Jiang Tian Zhongchao Shi Jianping Fan Zhiqiang He 102 14 0 03 Nov 2022
Pointly-Supervised Panoptic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan 93 24 0 25 Oct 2022
ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers Achin Jain Kibok Lee Gurumurthy Swaminathan Han Yang Bernt Schiele Avinash Ravichandran Onkar Dabeer ViT 134 1 0 13 Sep 2022
A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays Haoqin Ji Haozhe Liu Yuexiang Li Jinheng Xie Nanjun He Yawen Huang Dong Wei Xinrong Chen Linlin Shen Yefeng Zheng 58 0 0 05 Sep 2022
Visual Recognition by Request Chufeng Tang Lingxi Xie Xiaopeng Zhang Xiaolin Hu Qi Tian VLM 86 15 0 28 Jul 2022
Active Learning Strategies for Weakly-supervised Object Detection Huy V. Vo Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Jean Ponce 113 19 0 25 Jul 2022
Active Pointly-Supervised Instance Segmentation Chufeng Tang Lingxi Xie Gang Zhang Xiaopeng Zhang Qi Tian Xiaolin Hu ISeg 76 15 0 23 Jul 2022
Few-shot Object Counting and Detection Trung Quoc Nguyen Chau Pham Khoi Duc Minh Nguyen Minh Hoai 57 52 0 22 Jul 2022
Scaling Novel Object Detection with Weakly Supervised Detection Transformers T. LaBonte Ya-heng Song Xin Eric Wang Vibhav Vineet Neel Joshi ViT 53 8 0 11 Jul 2022
Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface Byeong-Hoo Lee Jeong-Hyun Cho Byoung-Hee Kwon Seong-Whan Lee 69 1 0 17 Jun 2022
Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations Yongtao Ge Qiang-feng Zhou Xinlong Wang Zhibin Wang Hao Li Chunhua Shen 3DPC 73 16 0 01 Jun 2022
Group R-CNN for Weakly Semi-supervised Object Detection with Points Shilong Zhang Zhuoran Yu Liyang Liu Xinjiang Wang Aojun Zhou Kaibing Chen 69 46 0 12 May 2022
Graph Fusion Network for Multi-Oriented Object Detection Shi-Xue Zhang Xiaobin Zhu Jie-Bo Hou Xu-Cheng Yin 83 14 0 07 May 2022
Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes Akhil Meethal M. Pedersoli Zhongwen Zhu Francisco Perdigon Romero Eric Granger 46 4 0 01 Apr 2022
Omni-DETR: Omni-Supervised Object Detection with Transformers Pei Wang Zhaowei Cai Hao Yang Gurumurthy Swaminathan Nuno Vasconcelos Bernt Schiele Stefano Soatto 92 41 0 30 Mar 2022
Interactive Multi-Class Tiny-Object Detection C. Lee Seonwook Park Heon Song Jeongun Ryu Sanghoon Kim Haejoon Kim Sérgio Pereira Donggeun Yoo 73 25 0 29 Mar 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 113 619 0 07 Jan 2022
Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection R. Liu Yahong Han Yaowei Wang Qi Tian 81 2 0 16 Dec 2021
Instance-Conditional Knowledge Distillation for Object Detection Zijian Kang Peizhen Zhang Xinming Zhang Jian Sun N. Zheng 98 79 0 25 Oct 2021