IJCV

Learning to Detect Semantic Boundaries with Image-level Class Labels

Namyup Kim, Sehyun Hwang, Suha Kwak

Comments International Journal of Computer Vision (IJCV), 2022

Spatial Monitoring and Insect Behavioural Analysis Using Computer Vision for Precision Pollination

Malika Nisal Ratnayake, Don Chathurika Amarathunga, Asaduz Zaman, Adrian G. Dyer, Alan Dorin

Comments Accepted to be published in the International Journal of Computer Vision (Acceptance date: 7th November 2022) 21 pages, 8 figures

Journal ref International Journal of Computer Vision (2022)

Rethinking Out-of-Distribution Detection From a Human-Centric Perspective

Yao Zhu, Yuefeng Chen, Xiaodan Li, Rong Zhang, Hui Xue, Xiang Tian, Rongxin Jiang, Bolun Zheng, Yaowu Chen

Comments Preprint version. Submitted to International Journal of Computer Vision

ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation

Cenk Bircanoglu, Nafiz Arica

Comments This paper was submitted to IJCV on 15 Nov 2021. The reviewers decided to reject it. After getting the reviews, we wanted to study more. Unfortunately, one of the authors had severe issues (COVID-19 vaccination). After one year, the study was outdated and similar studies had been published. So, we leave the study by putting it in an archive in case it might have some effect on the literature

Domain-Specific Bias Filtering for Single Labeled Domain Generalization

Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin

Comments Accepted by International Journal of Computer Vision (IJCV)

Bipartite Graph Reasoning GANs for Person Pose and Facial Image Synthesis

Hao Tang, Ling Shao, Philip H. S. Torr, Nicu Sebe

Comments Accepted to IJCV, an extended version of a paper published in BMVC 2020. arXiv admin note: substantial text overlap with arXiv:2008.04381

PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection

Shaoshuai Shi, Li Jiang, Jiajun Deng, Zhe Wang, Chaoxu Guo, Jianping Shi, Xiaogang Wang, Hongsheng Li

Comments Accepted by International Journal of Computer Vision (IJCV), code is available at https://github.com/open-mmlab/OpenPCDet

Twin Contrastive Learning for Online Clustering

Yunfan Li, Mouxing Yang, Dezhong Peng, Taihao Li, Jiantao Huang, Xi Peng

Journal ref IJCV 2022

Visual Object Tracking in First Person Vision

Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni

Comments International Journal of Computer Vision (IJCV). arXiv admin note: substantial text overlap with arXiv:2108.13665

Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network

Zhihang Zhong, Ye Gao, Yinqiang Zheng, Bo Zheng, Imari Sato

Comments Accepted by IJCV (extended version of ECCV2020)

Invertible Rescaling Network and Its Extensions

Mingqing Xiao, Shuxin Zheng, Chang Liu, Zhouchen Lin, Tie-Yan Liu

Comments Accepted by IJCV

A Review of Uncertainty Calibration in Pretrained Object Detectors

Denis Huseljic, Marek Herde, Mehmet Muejde, Bernhard Sick

Comments 17 pages, 6 figures, submitted to IJCV

Learning to Prompt for Vision-Language Models

Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

Comments International Journal of Computer Vision (IJCV), 2022. Update: Adds results on the DOSCO (DOmain Shift in COntext) benchmark

AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation

Khoa Vo, Sang Truong, Kashu Yamazaki, Bhiksha Raj, Minh-Triet Tran, Ngan Le

Comments Accepted for publication in International Journal of Computer Vision

Distance Based Image Classification: A solution to generative classification's conundrum?

Wen-Yan Lin, Siying Liu, Bing Tian Dai, Hongdong Li

Comments accepted by IJCV

Distribution-sensitive Information Retention for Accurate Binary Neural Network

Haotong Qin, Xiangguo Zhang, Ruihao Gong, Yifu Ding, Yi Xu, Xianglong Liu

Journal ref INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022

Delving into Inter-Image Invariance for Unsupervised Visual Representations

Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy

Comments International Journal of Computer Vision (IJCV), 2022

Class-Difficulty Based Methods for Long-Tailed Visual Recognition

Saptarshi Sinha, Hiroki Ohashi, Katsuyuki Nakamura

Comments Published in IJCV. Paper URL: https://rdcu.be/cTWem

Journal ref International Journal of Computer Vision (2022)

Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN

Novanto Yudistira, Muthu Subash Kavitha, Takio Kurita

Journal ref International Journal of Computer Vision, 2022

Information-Theoretic Odometry Learning

Sen Zhang, Jing Zhang, Dacheng Tao

Comments Accepted to International Journal of Computer Vision (IJCV)

Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising Network

Dasong Li, Yi Zhang, Ka Lung Law, Xiaogang Wang, Hongwei Qin, Hongsheng Li

Comments Accepted for publication in International Journal of Computer Vision

Journal ref IJCV 2022

DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval

Giorgos Kordopatis-Zilos, Christos Tzelepis, Symeon Papadopoulos, Ioannis Kompatsiaris, Ioannis Patras

Journal ref International Journal of Computer Vision (2022)

PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition

Dezhi Peng, Lianwen Jin, Yuliang Liu, Canjie Luo, Songxuan Lai

Comments Accepted to appear in International Journal of Computer Vision (IJCV)

Exploring the Semi-supervised Video Object Segmentation Problem from a Cyclic Perspective

Yuxi Li, Ning Xu, Wenjie Yang, John See, Weiyao Lin

Comments modified version to appear in IJCV. arXiv admin note: substantial text overlap with arXiv:2010.12176

Learning Sequence Representations by Non-local Recurrent Neural Memory

Wenjie Pei, Xin Feng, Canmiao Fu, Qiong Cao, Guangming Lu, Yu-Wing Tai

Comments To be appeared in International Journal of Computer Vision (IJCV). arXiv admin note: substantial text overlap with arXiv:1908.09535

Explainability of deep vision-based autonomous driving systems: Review and challenges

Éloi Zablocki, Hédi Ben-Younes, Patrick Pérez, Matthieu Cord

Comments IJCV 2022

Procrustes Analysis with Deformations: A Closed-Form Solution by Eigenvalue Decomposition

Fang Bai, Adrien Bartoli

Comments Published on International journal of computer vision (IJCV) 2022

Journal ref International Journal of Computer Vision 130, no. 2 (2022): 567-593

CompleteDT: Point Cloud Completion with Dense Augment Inference Transformers

Jun Li, Shangwei Guo, Shaokun Han

Comments Submitted to International Journal of Computer Vision (IJCV)

GhostNets on Heterogeneous Devices via Cheap Operations

Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo, Chunjing Xu, Enhua Wu, Qi Tian

Comments Accepted by IJCV 2022. Extension of GhostNet CVPR2020 paper (arXiv:1911.11907). arXiv admin note: substantial text overlap with arXiv:1911.11907

Structured Binary Neural Networks for Image Recognition

Bohan Zhuang, Chunhua Shen, Mingkui Tan, Peng Chen, Lingqiao Liu, Ian Reid

Comments Accepted to Int. J. Comp. Vision (IJCV). Extended version of the conference version arXiv:1811.10413