TIDE: A General Toolbox for Identifying Object Detection Errors

18 August 2020

Papers citing "TIDE: A General Toolbox for Identifying Object Detection Errors"

50 / 89 papers shown

Title
MoKD: Multi-Task Optimization for Knowledge Distillation Zeeshan Hayder A. Cheraghian Lars Petersson Mehrtash Harandi VLM 54 0 0 13 May 2025
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models Patrick Müller Alexander Braun M. Keuper 59 0 0 25 Apr 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery Sara Al-Emadi Yin Yang Ferda Ofli 39 0 0 24 Mar 2025
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learning Hoàng-Ân Lê P. Berg Minh Pham 69 0 0 26 Nov 2024
Optimizing Edge Offloading Decisions for Object Detection Jiaming Qiu Ruiqi Wang Brooks Hu Roch Guérin Chenyang Lu OffRL 24 0 0 24 Oct 2024
Fractal Calibration for long-tailed object detection Konstantinos Panagiotis Alexandridis Ismail Elezi Jiankang Deng Anh H. Nguyen Shan Luo 127 0 0 15 Oct 2024
Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future Long Chen Yuzhi Huang Junyu Dong Qi Xu Sam Kwong Huimin Lu Huchuan Lu Chongyi Li 31 2 0 08 Oct 2024
Intelligent Fish Detection System with Similarity-Aware Transformer Shengchen Li Haobo Zuo Changhong Fu Zhiyong Wang Zhiqiang Xu ViT 23 0 0 28 Sep 2024
From COCO to COCO-FP: A Deep Dive into Background False Positives for COCO Detectors Longfei Liu Wen Guo S. Huang Cheng Li Xi Shen ObjD 41 0 0 12 Sep 2024
Cross Domain Object Detection via Multi-Granularity Confidence Alignment based Mean Teacher Jiangming Chen Li Liu Wanxia Deng Zhen Liu Yu Liu Yingmei Wei Yongxiang Liu 52 0 0 10 Jul 2024
On Calibration of Object Detectors: Pitfalls, Evaluation and Baselines Selim Kuzucu Kemal Oksuz Jonathan Sadeghi P. Dokania 39 4 0 30 May 2024
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation Florian Heidecker A. El-khateeb Maarten Bieshaar Bernhard Sick 28 0 0 17 Apr 2024
Open-Set Recognition in the Age of Vision-Language Models Dimity Miller Niko Sünderhauf Alex Kenna Keita Mason VLM 37 3 0 25 Mar 2024
Universal Noise Annotation: Unveiling the Impact of Noisy annotation on Object Detection Kwang-seok Ryoo Yeonsik Jo Seungjun Lee Mira Kim Ahra Jo S. Kim Seungryong Kim Soonyoung Lee NoLa 32 1 0 21 Dec 2023
Is Underwater Image Enhancement All Object Detectors Need? Yudong Wang Jichang Guo Wanru He Huan Gao Huihui Yue Zenan Zhang Chongyi Li ObjD 28 20 0 30 Nov 2023
Security Fence Inspection at Airports Using Object Detection Nils Friederich Andreas Specker Jürgen Beyerer 17 2 0 18 Nov 2023
DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection Yongchao Feng Shiwei Li Yingjie Gao Ziyue Huang Yanan Zhang Qingjie Liu Yunhong Wang 43 1 0 17 Nov 2023
Data exploitation: multi-task learning of object detection and semantic segmentation on partially annotated data Hoàng-Ân Lê Minh-Tan Pham 26 2 0 07 Nov 2023
PrObeD: Proactive Object Detection Wrapper Vishal Asnani Abhinav Kumar Suya You Xiaoming Liu 40 5 0 28 Oct 2023
Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection Xinzhu Ma Yongtao Wang Yinmin Zhang Zhiyi Xia Yuan Meng Zhihui Wang Haojie Li Wanli Ouyang 3DPC 25 1 0 09 Oct 2023
MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection Kemal Oksuz Selim Kuzucu Tom Joy P. Dokania MoE 22 5 0 26 Sep 2023
ObjectLab: Automated Diagnosis of Mislabeled Images in Object Detection Data Ulyana Tkachenko Aditya Thyagarajan Jonas W. Mueller 17 4 0 02 Sep 2023
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection Longrong Yang Xianpan Zhou Xuewei Li Liang Qiao Zheyang Li Zi-Liang Yang Gaoang Wang Xi Li 21 17 0 28 Aug 2023
Diagnosing Human-object Interaction Detectors Fangrui Zhu Yiming Xie Weidi Xie Huaizu Jiang 30 7 0 16 Aug 2023
TorchQL: A Programming Framework for Integrity Constraints in Machine Learning Aaditya Naik Adam Stein Yinjun Wu Mayur Naik Eric Wong 35 3 0 13 Aug 2023
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision Changjian Chen Yukai Guo Fengyuan Tian Siyi Liu Weikai Yang Zhao-Ming Wang Jing Wu Hang Su Hanspeter Pfister Shixia Liu 20 15 0 09 Aug 2023
Density Crop-guided Semi-supervised Object Detection in Aerial Images Akhil Meethal Eric Granger M. Pedersoli 30 1 0 09 Aug 2023
Enhancing Your Trained DETRs with Box Refinement Yiqun Chen Qiang Chen Pei Sun Shoufa Chen Jingdong Wang Jian Cheng 30 2 0 21 Jul 2023
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection Evaluation Yosuke Shinya 25 3 0 21 Jul 2023
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration Kemal Oksuz Thomas Joy P. Dokania UQCV 20 16 0 03 Jul 2023
Selecting Learnable Training Samples is All DETRs Need in Crowded Pedestrian Detection Feng Gao Jiaxu Leng Ji Gan Xinbo Gao ViT 19 7 0 18 May 2023
Revealing Similar Semantics Inside CNNs: An Interpretable Concept-based Comparison of Feature Spaces Georgii Mikriukov Gesina Schwalbe Christian Hellert Korinna Bade 21 2 0 30 Apr 2023
V3Det: Vast Vocabulary Visual Detection Dataset Jiaqi Wang Pan Zhang Tao Chu Yuhang Cao Yujie Zhou Tong Wu Bin Wang Conghui He Dahua Lin VLM ObjD 29 52 0 07 Apr 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 113 63 0 23 Mar 2023
Cascaded Zoom-in Detector for High Resolution Aerial Images Akhil Meethal Eric Granger M. Pedersoli ObjD 24 31 0 15 Mar 2023
Robust Detection Outcome: A Metric for Pathology Detection in Medical Images Felix Meissen Philip Muller Georgios Kaissis Daniel Rueckert 11 2 0 03 Mar 2023
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting Viraj Prabhu David Acuna Andy Liao Rafid Mahmood M. Law Judy Hoffman Sanja Fidler James Lucas 28 11 0 09 Feb 2023
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation Yuting Wang Ricardo Guerrero Vladimir Pavlovic 30 5 0 02 Dec 2022
1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results Benjamin Kiefer Matej Kristan Janez Pervs Lojze vZust Fabio Poiesi ... Chih-Chung Hsu X. Hou Yu-An Jhang Simon X. Yang Mau-Tsuen Yang 47 21 0 24 Nov 2022
Label-Efficient Object Detection via Region Proposal Network Pre-Training Nanqing Dong Linus Ericsson Yongxin Yang A. Leonardis Steven G. McDonagh ObjD 44 5 0 16 Nov 2022
Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations (Full Version) Maximilian Bernhard Matthias Schubert ObjD 19 3 0 24 Oct 2022
TIVE: A Toolbox for Identifying Video Instance Segmentation Errors Wenhe Jia Lu Yang Zilong Jia Wenyi Zhao Yilin Zhou Q. Song VOS 21 6 0 17 Oct 2022
Streaming Video Analytics On The Edge With Asynchronous Cloud Support Anurag Ghosh Srinivasan Iyengar Stephen Lee Anuj Rathore Venkat N. Padmanabhan 14 2 0 04 Oct 2022
Inverse Image Frequency for Long-tailed Image Recognition Konstantinos Panagiotis Alexandridis Shang Luo Anh H. Nguyen Jiankang Deng S. Zafeiriou 46 9 0 11 Sep 2022
Exploring Contextual Relationships for Cervical Abnormal Cell Detection Yixiong Liang Shuo Feng Qing Liu Hulin Kuang Jianfeng Liu Liyan Liao Yun Du Jianxin Wang 21 12 0 11 Jul 2022
Beyond mAP: Towards better evaluation of instance segmentation Rohit Jena Lukas Zhornyak Nehal Doiphode Pratik Chaudhari Vivek P. Buch James C. Gee Jianbo Shi 33 8 0 04 Jul 2022
VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations Tiancheng Zhao Tianqi Zhang Mingwei Zhu Haozhan Shen Kyusong Lee Xiaopeng Lu Jianwei Yin VLM CoGe MLLM 45 91 0 01 Jul 2022
Complementary datasets to COCO for object detection Ali Borji VLM ObjD 22 3 0 23 Jun 2022
Sensitivity of Average Precision to Bounding Box Perturbations Ali Borji AAML 15 0 0 21 Jun 2022
ELUDE: Generating interpretable explanations via a decomposition into labelled and unlabelled features V. V. Ramaswamy Sunnie S. Y. Kim Nicole Meister Ruth C. Fong Olga Russakovsky FAtt 19 14 0 15 Jun 2022