Bounding Box Regression with Uncertainty for Accurate Object Detection

23 September 2018

Papers citing "Bounding Box Regression with Uncertainty for Accurate Object Detection"

50 / 67 papers shown

Title
Differentiable NMS via Sinkhorn Matching for End-to-End Fabric Defect Detection Zhengyang Lu Bingjie Lu Weifan Wang Feng Wang 36 0 0 11 May 2025
Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection A. Benfenati P. Causin Hang Yu Zhedong Zheng 3DPC 46 2 0 01 Aug 2024
Semi-Supervised Teacher-Reference-Student Architecture for Action Quality Assessment Wu Yun Mengshi Qi Fei Peng Huadong Ma 46 1 0 29 Jul 2024
Separating common from salient patterns with Contrastive Representation Learning Robin Louiset Edouard Duchesnay Antoine Grigis Pietro Gori SSL DRL 46 1 0 19 Feb 2024
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model Kai Li Yupeng Deng Yun-long Kong Diyou Liu Jingbo Chen Yu Meng Junxian Ma Chenhao Wang 53 1 0 25 Oct 2023
Anchor-Intermediate Detector: Decoupling and Coupling Bounding Boxes for Accurate Object Detection Yilong Lv Min Li Yujie He Shaopeng Li Zhuzhen He Aitao Yang 26 1 0 09 Oct 2023
Being Aware of Localization Accuracy By Generating Predicted-IoU-Guided Quality Scores Peng Liu Weibo Wang Yuhan Guo Jiubin Tan 30 1 0 23 Sep 2023
A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object Detection Pedro Conde Rui L. Lopes C. Premebida UQCV 13 1 0 01 Sep 2023
DISCO: Distribution-Aware Calibration for Object Detection with Noisy Bounding Boxes Donghao Zhou Jialin Li Jinpeng Li Jiancheng Huang Qiang Nie Yong-Jin Liu Bin-Bin Gao Qiong Wang Pheng-Ann Heng Guangyong Chen 38 3 0 23 Aug 2023
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration Kemal Oksuz Thomas Joy P. Dokania UQCV 23 16 0 03 Jul 2023
Overcoming the Limitations of Localization Uncertainty: Efficient & Exact Non-Linear Post-Processing and Calibration Moussa Kassem Sbeyti Michelle Karg Christian Wirth Azarm Nowzad S. Albayrak 22 3 0 15 Jun 2023
StageInteractor: Query-based Object Detector with Cross-stage Interaction Yao Teng Haisong Liu Sheng Guo Limin Wang ObjD 34 8 0 11 Apr 2023
Objects as Spatio-Temporal 2.5D points Paridhi Singh Gaurav Singh Arun C. S. Kumar 3DPC 27 0 0 06 Dec 2022
Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty H. Choi Zhixiang Chen Xuepeng Shi Tae-Kyun Kim 19 4 0 06 Dec 2022
Pruning Very Deep Neural Network Channels for Efficient Inference Yihui He 35 1 0 14 Nov 2022
Beta R-CNN: Looking into Pedestrian Detection from Another Perspective Zixuan Xu Banghuai Li Ye Yuan A. Dang 39 33 0 23 Oct 2022
Uncertainty Quantification of Collaborative Detection for Self-Driving Sanbao Su Yiming Li Sihong He Songyang Han Chen Feng Caiwen Ding Fei Miao 50 53 0 16 Sep 2022
Robust Object Detection With Inaccurate Bounding Boxes Chengxin Liu Kewei Wang Hao Lu Zhiguo Cao Ziming Zhang 13 21 0 20 Jul 2022
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation Yifan Zhang Qijian Zhang Zhiyu Zhu Junhui Hou Yixuan Yuan 3DPC 42 52 0 06 Jul 2022
Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection Fabian Küppers Jonas Schneider Anselm Haselhoff UQCV 34 8 0 04 Jul 2022
Improving Localization for Semi-Supervised Object Detection L. Rossi Akbar Karimi Andrea Prati 36 1 0 21 Jun 2022
Graph Fusion Network for Multi-Oriented Object Detection Shi-Xue Zhang Xiaobin Zhu Jie-Bo Hou Xu-Cheng Yin 22 13 0 07 May 2022
Localization Distillation for Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren Jun Wang W. Zuo Ming-Ming Cheng 27 64 0 12 Apr 2022
FoV-Net: Field-of-View Extrapolation Using Self-Attention and Uncertainty Liqian Ma Stamatios Georgoulis Xu Jia Luc Van Gool 32 6 0 04 Apr 2022
AdaMixer: A Fast-Converging Query-Based Object Detector Ziteng Gao Limin Wang Bing Han Sheng Guo ObjD 33 105 0 30 Mar 2022
EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation Hansheng Chen Pichao Wang Fan Wang Wei Tian Lu Xiong Hao Li 93 146 0 24 Mar 2022
Evaluating Object (mis)Detection from a Safety and Reliability Perspective: Discussion and Measures Andrea Ceccarelli Leonardo Montecchi 27 10 0 04 Mar 2022
NIMBLE: A Non-rigid Hand Model with Bones and Muscles Yuwei Li Longwen Zhang Zesong Qiu Ying-Ping Jiang Nianyi Li Yuexin Ma Yuyao Zhang Lan Xu Jingyi Yu 3DH 21 14 0 09 Feb 2022
EPNet++: Cascade Bi-directional Fusion for Multi-Modal 3D Object Detection Zhe Liu Tengteng Huang Binglin Li Xiwu Chen Xi Wang Xiang Bai 3DPC 18 100 0 21 Dec 2021
Confidence Propagation Cluster: Unleash Full Potential of Object Detectors Yichun Shen Wanli Jiang Zhen Xu Rundong Li Junghyun Kwon Siyi Li ObjD 22 9 0 01 Dec 2021
A Survey on Epistemic (Model) Uncertainty in Supervised Learning: Recent Advances and Applications Xinlei Zhou Han Liu Farhad Pourpanah T. Zeng Xizhao Wang UQCV UD 24 58 0 03 Nov 2021
Circle Representation for Medical Object Detection Chaobing Zheng Haichun Yang Ruining Deng Yuzhe Lu Zheyu Zhu Wenjian Ying Le Lu Bennett A. Landman Agnes B. Fogo Yuankai Huo MedIm 21 36 0 22 Oct 2021
Robust Monocular Localization in Sparse HD Maps Leveraging Multi-Task Uncertainty Estimation Kürsat Petek Kshitij Sirohi Daniel Buscher Wolfram Burgard UQCV 54 24 0 20 Oct 2021
$f$ -Cal: Calibrated aleatoric uncertainty estimation from neural networks for robot perception Dhaivat Bhatt Kaustubh Mani Dishank Bansal Krishna Murthy Jatavallabhula Hanju Lee Liam Paull UQCV 23 5 0 28 Sep 2021
Rank & Sort Loss for Object Detection and Instance Segmentation Kemal Oksuz Baris Can Cam Emre Akbas Sinan Kalkan 27 42 0 24 Jul 2021
Human Pose Regression with Residual Log-likelihood Estimation Jiefeng Li Siyuan Bian Ailing Zeng Can Wang Bo Pang Wentao Liu Cewu Lu 25 191 0 23 Jul 2021
Trust It or Not: Confidence-Guided Automatic Radiology Report Generation Yixin Wang Zihao Lin Zhe Xu Haoyu Dong Jiang Tian Jie Luo Zhongchao Shi Yang Zhang Jianping Fan Zhiqiang He UQCV MedIm 36 12 0 21 Jun 2021
Rethinking Pseudo Labels for Semi-Supervised Object Detection Hengduo Li Zuxuan Wu Abhinav Shrivastava Larry S. Davis 14 78 0 01 Jun 2021
Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections Mingyuan Mao Baochang Zhang David Doermann Jie Guo Shumin Han Yuan Feng Xiaodi Wang Errui Ding 14 2 0 07 May 2021
PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling Li Yang Yan Xu Shaoru Wang Chun Yuan Ziqi Zhang Bing Li Weiming Hu ObjD 64 19 0 28 Apr 2021
Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression Wanhua Li Xiaoke Huang Jiwen Lu Jianjiang Feng Jie Zhou UQCV 30 62 0 25 Mar 2021
Higher Performance Visual Tracking with Dual-Modal Localization Jinghao Zhou Bo-wen Li Lei Qiao Peng Wang Weihao Gan Wei Wu Junjie Yan Wanli Ouyang 19 1 0 18 Mar 2021
Localization Distillation for Dense Object Detection Zhaohui Zheng Rongguang Ye Ping Wang Dongwei Ren W. Zuo Qibin Hou Ming-Ming Cheng ObjD 101 115 0 24 Feb 2021
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection Qi Ming Z. Zhou Lingjuan Miao Hongwei Zhang Linhao Li ObjD 155 285 0 08 Dec 2020
One Metric to Measure them All: Localisation Recall Precision (LRP) for Evaluating Visual Detection Tasks Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas 32 32 0 21 Nov 2020
A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving Di Feng Ali Harakeh Steven Waslander Klaus C. J. Dietmayer AAML UQCV EDL 24 223 0 20 Nov 2020
AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild Zhe Zhang Chunyu Wang Weichao Qiu Wenhu Qin Wenjun Zeng 3DH 24 87 0 26 Oct 2020
Quantum-soft QUBO Suppression for Accurate Object Detection Junde Li Swaroop Ghosh 21 22 0 28 Jul 2020
Regularizing Deep Networks with Semantic Data Augmentation Yulin Wang Gao Huang Shiji Song Xuran Pan Yitong Xia Cheng Wu 19 155 0 21 Jul 2020
ASAP-NMS: Accelerating Non-Maximum Suppression Using Spatially Aware Priors Rohun Tripathi Vasu Singla Mahyar Najibi Bharat Singh Abhishek Sharma L. Davis 16 2 0 19 Jul 2020