Marinedet: Towards open-marine object detection

L Haixin, Z Ziqiang, M Zeyu, SK Yeung - arXiv preprint arXiv:2310.01931, 2023 - arxiv.org
… To address these issues, open-marine object detection (OMOD for short) as demonstrated
in Fig. 2 presents a unique and advantageous way for underwater analysis, offering a range …

A comprehensive survey of the R-CNN family for object detection

O Hmidani, EMI Alaoui - 2022 5th International Conference on …, 2022 - ieeexplore.ieee.org
… of object detection and future research directions. … object detection, it has been found that
the Faster R-CNN is particularly suited for this purpose. We conclude with several open issues

Occlusion handling in object detection

FZ Eishita, A Rahman, SA Azad… - … : Applications in Business …, 2012 - igi-global.com
… your open accesss endeavors? View industry resources compiled by our open access team.
… Silhouette tracking localize the target objects by the detection of object boundary. This type …

A comprehensive survey on object detection in Visual Art: taxonomy and challenge

S Bengamra, O Mzoughi, A Bigand… - Multimedia Tools and …, 2024 - Springer
… We provide an overview of issues and challenges faced by object detection in artistic … These
specific datasets now open new research perspectives in this particular research field. Table …

[PDF][PDF] Probabilistic object detection: Strengths, weaknesses, opportunities

D Bhatt, D Bansal, G Gupta… - Workshop on AI …, 2020 - icra-manipulation-skill.github.io
… abilistic object detection techniques. We highlight open issues that need the attention of the
community at large. We succinctly summarize current art and enlist critical open problems to …

Novel Scenes & Classes: Towards Adaptive Open-set Object Detection

W Li, X Guo, Y Yuan - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
… contain novel-class objects de facto, which are … Open-set Object Detection (AOOD), considering
both novel scenes and classes. Directly combing off-the-shelled cross-domain and open-…

Obtaining a ROS-Based Face Recognition and Object Detection: Hardware and Software Issues

P Oksa, T Salminen, T Lipping - Proceedings of Sixth International …, 2022 - Springer
… packages and ROS distribution may cause issues. Guidelines and instructions are available
… The aim of this research was to find solutions for issues that can arise in open-source object-…

What is a salient object? A dataset and a baseline model for salient object detection

A Borji - IEEE Transactions on Image Processing, 2014 - ieeexplore.ieee.org
… be used for evaluating salient object detection models. We … to existing biased data sets and
opens new venues for future … issues specifically background clutter and number of objects. …

Behind the curtain: Learning occluded shapes for 3d object detection

Q Xu, Y Zhong, U Neumann - Proceedings of the AAAI Conference on …, 2022 - ojs.aaai.org
… The occupancy OS avoids these issues after rasterization. • The plausibility issue of point …
We also compare BtcDet with other models on the Waymo Open Dataset (WOD). We report …

Large-Scale Object Detection in the Wild With Imbalanced Data Distribution, and Multi-Labels

C Pan, J Peng, X Bu, Z Zhang - IEEE Transactions on Pattern …, 2024 - ieeexplore.ieee.org
… In contrast, our work delves into the intricacies of the Open Images dataset by addressing
the issues of implicit and explicit multi-labels, as well as the imbalance in label distribution. …