IJCV

Generalized 3D Self-supervised Learning Framework via Prompted Foreground-Aware Feature Contrast

Kangcheng Liu, Xinhu Zheng, Chaoqun Wang, Kai Tang, Ming Liu, Baoquan Chen

Comments International Journal of Computer Vision, Manuscript Info: 28 Pages, 14 Figures, and 11 Tables

Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets

Marcella Cornia, Lorenzo Baraldi, Giuseppe Fiameni, Rita Cucchiara

Comments Accepted to IJCV

Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization

Yuyang Zhao, Zhun Zhong, Na Zhao, Nicu Sebe, Gim Hee Lee

Comments Accepted by IJCV. Journal extension of arXiv:2204.02548. Code is available at https://github.com/HeliosZhao/SHADE-VisualDG

Expression-preserving face frontalization improves visually assisted speech processing

Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda

Comments arXiv admin note: text overlap with arXiv:2202.00538

Journal ref International Journal of Computer Vision 131 (5), 1122-1140, 2023

Level Set KSVD

Omer Sapir, Iftach Klapp, Nir Sochen

Comments 25 pages, 14 figures. Submitted to IJCV

Learning Robust Multi-Scale Representation for Neural Radiance Fields from Unposed Images

Nishant Jain, Suryansh Kumar, Luc Van Gool

Comments Accepted for publication at International Journal of Computer Vision (IJCV). Draft info: 22 pages, 12 figures and 14 tables

Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study

Yuecong Xu, Jianfei Yang, Haozhi Cao, Jianxiong Yin, Zhenghua Chen, Xiaoli Li, Zhengguo Li, Qianwen Xu

Comments Accepted by IJCV. Summary of UG2 2021 Track 2, 22 pages, 5 figures, 3 tables

I$^2$MD: 3D Action Representation Learning with Inter- and Intra-modal Mutual Distillation

Yunyao Mao, Jiajun Deng, Wengang Zhou, Zhenbo Lu, Wanli Ouyang, Houqiang Li

Comments submitted to IJCV. arXiv admin note: substantial text overlap with arXiv:2208.12448

A Comprehensive Study of the Robustness for LiDAR-based 3D Object Detectors against Adversarial Attacks

Yifan Zhang, Junhui Hou, Yixuan Yuan

Comments 30 pages, 14 figures. Accepted by IJCV

Universal Object Detection with Large Vision Model

Feng Lin, Wenze Hu, Yaowei Wang, Yonghong Tian, Guangming Lu, Fanglin Chen, Yong Xu, Xiaoyu Wang

Comments Accepted by International Journal of Computer Vision (IJCV). The 2nd place in the object detection track of the Robust Vision Challenge (RVC 2022)

3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models

Gang Li, Heliang Zheng, Chaoyue Wang, Chang Li, Changwen Zheng, Dacheng Tao

Comments Submitted to IJCV

Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks

Cong Yang, Bipin Indurkhya, John See, Bo Gao, Yan Ke, Zeyd Boukhers, Zhenyu Yang, Marcin Grzegorzek

Comments Accepted for publication in the International Journal of Computer Vision (IJCV)

DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes

Shenghao Hao, Peiyuan Liu, Yibing Zhan, Kaixun Jin, Zuozhu Liu, Mingli Song, Jenq-Neng Hwang, Gaoang Wang

Comments Accepted to IJCV 2023

Local Compressed Video Stream Learning for Generic Event Boundary Detection

Libo Zhang, Xin Gu, Congcong Li, Tiejian Luo, Heng Fan

Comments Accepted by IJCV. arXiv admin note: substantial text overlap with arXiv:2203.15336

Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation

Wei Zhai, Pingyu Wu, Kai Zhu, Yang Cao, Feng Wu, Zheng-Jun Zha

Comments Accepted by IJCV. arXiv admin note: text overlap with arXiv:2112.00580

Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification

Haocong Rao, Cyril Leung, Chunyan Miao

Comments Published at International Journal of Computer Vision (IJCV) 2023. Codes are available at https://github.com/Kali-Hac/Hi-MPC. The Appendix A for Proof (6 pages) and Appendix B for Experiments (13 pages) are included in the version [v3] at arXiv:2307.12917

MixStyle Neural Networks for Domain Generalization and Adaptation

Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang

Comments Extension of https://openreview.net/forum?id=6xHJ37MVxxp. Code available at https://github.com/KaiyangZhou/mixstyle-release. To appear in IJCV

Blind Image Deblurring with Unknown Kernel Size and Substantial Noise

Zhong Zhuang, Taihui Li, Hengkang Wang, Ju Sun

Journal ref International Journal of Computer Vision, 2023

Temporal Action Localization with Enhanced Instant Discriminability

Dingfeng Shi, Qiong Cao, Yujie Zhong, Shan An, Jian Cheng, Haogang Zhu, Dacheng Tao

Comments An extended version of the CVPR paper arXiv:2303.07347, submitted to IJCV

DAD++: Improved Data-free Test Time Adversarial Defense

Gaurav Kumar Nayak, Inder Khatri, Shubham Randive, Ruchit Rawal, Anirban Chakraborty

Comments IJCV Journal (Under Review)

Instance Segmentation in the Dark

Linwei Chen, Ying Fu, Kaixuan Wei, Dezhi Zheng, Felix Heide

Comments Accepted by International Journal of Computer Vision (IJCV) 2023

A Region-based Randers Geodesic Approach for Image Segmentation

Da Chen, Jean-Marie Mirebeau, Huazhong Shu, Laurent D. Cohen

Comments To Appear in International Journal of Computer Vision

SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers

Bowen Zhang, Liyang Liu, Minh Hieu Phan, Zhi Tian, Chunhua Shen, Yifan Liu

Comments IJCV 2023 accepted, 21 pages, 8 figures, 12 tables

CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition

Tianlun Zheng, Zhineng Chen, Shancheng Fang, Hongtao Xie, Yu-Gang Jiang

Comments Paper accepted for publication at IJCV 2023

End-to-end Alternating Optimization for Real-World Blind Super Resolution

Zhengxiong Luo, Yan Huang, Shang Li, Liang Wang, Tieniu Tan

Comments Extension of our previous NeurIPS paper. Accepted to IJCV

Journal ref International Journal of Computer Vision (IJCV) 2023

Towards Defending Multiple $\ell_p$-norm Bounded Adversarial Perturbations via Gated Batch Normalization

Aishan Liu, Shiyu Tang, Xinyun Chen, Lei Huang, Haotong Qin, Xianglong Liu, Dacheng Tao

Comments Accepted on IJCV

Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring

Liang Chen, Jiawei Zhang, Zhenhua Li, Yunxuan Wei, Faming Fang, Jimmy Ren, Jinshan Pan

Comments Accepted by IJCV

Context Autoencoder for Self-Supervised Representation Learning

Xiaokang Chen, Mingyu Ding, Xiaodi Wang, Ying Xin, Shentong Mo, Yunhao Wang, Shumin Han, Ping Luo, Gang Zeng, Jingdong Wang

Comments Accepted by International Journal of Computer Vision (IJCV)

Adversarial Coreset Selection for Efficient Robust Training

Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie

Comments Accepted to the International Journal of Computer Vision (IJCV). Extended version of the ECCV2022 paper: arXiv:2112.00378. arXiv admin note: substantial text overlap with arXiv:2112.00378

SFNet: Faster and Accurate Semantic Segmentation via Semantic Flow

Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao

Comments IJCV-2023; Extension of Previous work arXiv:2002.10120