物体検出AI ( Object Detection ) の最新論文まとめ【2022年最新AI論文リスト CVPR2022】

CVPR2022に採択された物体検出AI（Object Detection）に関する論文を31本集めました。
あとで自分で読むためにリストを作ったのですが、Qiitaにも掲載しておきます。

[過去記事](https://qiita.com/umapyoi/items/7c3e9b42388d576057b1)でCVPR2022に採択された異常検知AIの論文解説も掲載していますので、興味がある方はご覧ください。

https://qiita.com/umapyoi/items/7c3e9b42388d576057b1


# 論文リスト
(1) Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism
Binbin Yang, Xinchi Deng, Han Shi, Changlin Li, Gengwei Zhang, Hang Xu, Shen Zhao, Liang Lin, Xiaodan Liang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Yang_Continual_Object_Detection_via_Prototypical_Task_Correlation_Guided_Gating_Mechanism_CVPR_2022_paper.pdf)

(2) Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection From Point Clouds
Chenhang He, Ruihuang Li, Shuai Li, Lei Zhang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/He_Voxel_Set_Transformer_A_Set-to-Set_Approach_to_3D_Object_Detection_CVPR_2022_paper.pdf)

(3) Balanced and Hierarchical Relation Learning for One-Shot Object Detection
Hanqing Yang, Sijia Cai, Hualian Sheng, Bing Deng, Jianqiang Huang, Xian-Sheng Hua, Yong Tang, Yu Zhang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Yang_Balanced_and_Hierarchical_Relation_Learning_for_One-Shot_Object_Detection_CVPR_2022_paper.pdf)

(4) HyperDet3D: Learning a Scene-Conditioned 3D Object Detector
Yu Zheng, Yueqi Duan, Jiwen Lu, Jie Zhou, Qi Tian
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Zheng_HyperDet3D_Learning_a_Scene-Conditioned_3D_Object_Detector_CVPR_2022_paper.pdf)

(5) Human-Object Interaction Detection via Disentangled Transformer
Desen Zhou, Zhichao Liu, Jian Wang, Leshan Wang, Tao Hu, Errui Ding, Jingdong Wang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Zhou_Human-Object_Interaction_Detection_via_Disentangled_Transformer_CVPR_2022_paper.pdf)

(6) Rotationally Equivariant 3D Object Detection
Hong-Xing Yu, Jiajun Wu, Li Yi
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Yu_Rotationally_Equivariant_3D_Object_Detection_CVPR_2022_paper.pdf)

(7) Expanding Low-Density Latent Regions for Open-Set Object Detection
Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Han_Expanding_Low-Density_Latent_Regions_for_Open-Set_Object_Detection_CVPR_2022_paper.pdf)

(8) SIOD: Single Instance Annotated per Category per Image for Object Detection
Hanjun Li, Xingjia Pan, Ke Yan, Fan Tang, Wei-Shi Zheng
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Li_SIOD_Single_Instance_Annotated_per_Category_per_Image_for_Object_CVPR_2022_paper.pdf)

(9) R(Det)2: Randomized Decision Routing for Object Detection
Yali Li, Shengjin Wang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Li_RDet2_Randomized_Decision_Routing_for_Object_Detection_CVPR_2022_paper.pdf)

(10) VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention
Shengheng Deng, Zhihao Liang, Lin Sun, Kui Jia
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Deng_VISTA_Boosting_3D_Object_Detection_via_Dual_Cross-VIew_SpaTial_Attention_CVPR_2022_paper.pdf)

(11) Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection
Siyue Yu, Jimin Xiao, Bingfeng Zhang, Eng Gee Lim
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Yu_Democracy_Does_Matter_Comprehensive_Feature_Mining_for_Co-Salient_Object_Detection_CVPR_2022_paper.pdf)

(12) Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection
Jiaxi Wu, Jiaxin Chen, Mengzhe He, Yiru Wang, Bo Li, Bingqi Ma, Weihao Gan, Wei Wu, Yali Wang, Di Huang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Wu_Target-Relevant_Knowledge_Preservation_for_Multi-Source_Domain_Adaptive_Object_Detection_CVPR_2022_paper.pdf)

(13) ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes
Dina Bashkirova, Mohamed Abdelfattah, Ziliang Zhu, James Akl, Fadi Alladkani, Ping Hu, Vitaly Ablavsky, Berk Calli, Sarah Adel Bargal, Kate Saenko
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Bashkirova_ZeroWaste_Dataset_Towards_Deformable_Object_Segmentation_in_Cluttered_Scenes_CVPR_2022_paper.pdf)

(14) DETReg: Unsupervised Pretraining With Region Priors for Object Detection
Amir Bar, Xin Wang, Vadim Kantorov, Colorado J. Reed, Roei Herzig, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Bar_DETReg_Unsupervised_Pretraining_With_Region_Priors_for_Object_Detection_CVPR_2022_paper.pdf)

(15) Salvage of Supervision in Weakly Supervised Object Detection
Lin Sui, Chen-Lin Zhang, Jianxin Wu
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Sui_Salvage_of_Supervision_in_Weakly_Supervised_Object_Detection_CVPR_2022_paper.pdf)

(16) SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles
Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Xu_SmartAdapt_Multi-Branch_Object_Detection_Framework_for_Videos_on_Mobiles_CVPR_2022_paper.pdf)

(17) Accelerating Video Object Segmentation With Compressed Video
Kai Xu, Angela Yao
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Xu_Accelerating_Video_Object_Segmentation_With_Compressed_Video_CVPR_2022_paper.pdf)

(18) Dense Learning Based Semi-Supervised Object Detection
Binghui Chen, Pengyu Li, Xiang Chen, Biao Wang, Lei Zhang, Xian-Sheng Hua
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Chen_Dense_Learning_Based_Semi-Supervised_Object_Detection_CVPR_2022_paper.pdf)

(19) C2AM Loss: Chasing a Better Decision Boundary for Long-Tail Object Detection
Tong Wang, Yousong Zhu, Yingying Chen, Chaoyang Zhao, Bin Yu, Jinqiao Wang, Ming Tang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Wang_C2AM_Loss_Chasing_a_Better_Decision_Boundary_for_Long-Tail_Object_CVPR_2022_paper.pdf)

(20) MonoDTR: Monocular 3D Object Detection With Depth-Aware Transformer
Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Huang_MonoDTR_Monocular_3D_Object_Detection_With_Depth-Aware_Transformer_CVPR_2022_paper.pdf)

(21) Voxel Field Fusion for 3D Object Detection
Yanwei Li, Xiaojuan Qi, Yukang Chen, Liwei Wang, Zeming Li, Jian Sun, Jiaya Jia
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Li_Voxel_Field_Fusion_for_3D_Object_Detection_CVPR_2022_paper.pdf)

(22) DisARM: Displacement Aware Relation Module for 3D Detection
Yao Duan, Chenyang Zhu, Yuqing Lan, Renjiao Yi, Xinwang Liu, Kai Xu
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Duan_DisARM_Displacement_Aware_Relation_Module_for_3D_Detection_CVPR_2022_paper.pdf)

(23) Optimal Correction Cost for Object Detection Evaluation
Mayu Otani, Riku Togashi, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Otani_Optimal_Correction_Cost_for_Object_Detection_Evaluation_CVPR_2022_paper.pdf)

(24) DESTR: Object Detection With Split Transformer
Liqiang He, Sinisa Todorovic
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/He_DESTR_Object_Detection_With_Split_Transformer_CVPR_2022_paper.pdf)

(25) Towards End-to-End Unified Scene Text Detection and Layout Analysis
Shangbang Long, Siyang Qin, Dmitry Panteleev, Alessandro Bissacco, Yasuhisa Fujii, Michalis Raptis
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Long_Towards_End-to-End_Unified_Scene_Text_Detection_and_Layout_Analysis_CVPR_2022_paper.pdf)

(26) End-to-End Referring Video Object Segmentation With Multimodal Transformers
Adam Botach, Evgenii Zheltonozhskii, Chaim Baskin
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Botach_End-to-End_Referring_Video_Object_Segmentation_With_Multimodal_Transformers_CVPR_2022_paper.pdf)

(27) Source-Free Object Detection by Learning To Overlook Domain Style
Shuaifeng Li, Mao Ye, Xiatian Zhu, Lihua Zhou, Lin Xiong
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Li_Source-Free_Object_Detection_by_Learning_To_Overlook_Domain_Style_CVPR_2022_paper.pdf)

(28) OSKDet: Orientation-Sensitive Keypoint Localization for Rotated Object Detection
Dongchen Lu, Dongmei Li, Yali Li, Shengjin Wang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Lu_OSKDet_Orientation-Sensitive_Keypoint_Localization_for_Rotated_Object_Detection_CVPR_2022_paper.pdf)

(29) Exploring Geometric Consistency for Monocular 3D Object Detection
Qing Lian, Botao Ye, Ruijia Xu, Weilong Yao, Tong Zhang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Lian_Exploring_Geometric_Consistency_for_Monocular_3D_Object_Detection_CVPR_2022_paper.pdf)

(30) Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection
Dongli Xu, Jinhong Deng, Wen Li
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Xu_Revisiting_AP_Loss_for_Dense_Object_Detection_Adaptive_Ranking_Pair_CVPR_2022_paper.pdf)

(31) QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection
Chenhongyi Yang, Zehao Huang, Naiyan Wang
[論文原稿のリンク](https://openaccess.thecvf.com/content/CVPR2022/papers/Yang_QueryDet_Cascaded_Sparse_Query_for_Accelerating_High-Resolution_Small_Object_Detection_CVPR_2022_paper.pdf)

# 関連記事
https://qiita.com/umapyoi/items/7c3e9b42388d576057b1