IJCV

Learning to Detect Instance-level Salient Objects Using Complementary Image Labels

Xin Tian, Ke Xu, Xin Yang, Baocai Yin, Rynson W. H. Lau

Comments to appear IJCV. arXiv admin note: text overlap with arXiv:2009.13898

View-Invariant, Occlusion-Robust Probabilistic Embedding for Human Pose

Ting Liu, Jennifer J. Sun, Long Zhao, Jiaping Zhao, Liangzhe Yuan, Yuxiao Wang, Liang-Chieh Chen, Florian Schroff, Hartwig Adam

Comments Accepted to International Journal of Computer Vision (IJCV). Code is available at https://github.com/google-research/google-research/tree/master/poem. Video synchronization results are available at https://drive.google.com/corp/drive/folders/1nhPuEcX4Lhe6iK3nv84cvSCov2eJ52Xy. arXiv admin note: text overlap with arXiv:1912.01001

Learning Scene Dynamics from Point Cloud Sequences

Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan

Comments Accepted for publication in International Journal of Computer Vision, Special Issue on 3D Computer Vision. Code and data: https://github.com/BestSonny/SPCM

Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision

Andrew Shin, Masato Ishii, Takuya Narihira

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

EfficientPS: Efficient Panoptic Segmentation

Rohit Mohan, Abhinav Valada

Comments Ranked # 1 on Cityscapes panoptic segmentation benchmark, ranked # 2 among the published methods on Cityscapes semantic segmentation benchmark, and ranked # 2 among the published methods on Cityscapes instance segmentation benchmark. Demo, code and models are available at https://rl.uni-freiburg.de/research/panoptic

Journal ref International Journal of Computer Vision (IJCV), vol. 129, no. 5, pp. 1551-1579, 2021

Self-Supervised Model Adaptation for Multimodal Semantic Segmentation

Abhinav Valada, Rohit Mohan, Wolfram Burgard

Comments A Live demo is available at http://deepscene.cs.uni-freiburg.de and the code as well as the models are available at https://github.com/DeepSceneSeg

Journal ref International Journal of Computer Vision (IJCV), Special Issue: Deep Learning for Robotic Vision, vol. 128, no. 5, pp. 1239-1285, 2019

Assignment Flow for Order-Constrained OCT Segmentation

D. Sitenko, B. Boll, C. Schnörr

Journal ref International Journal of Computer Vision, 129(11), 3088-3118,2021

Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition

Siyang Song, Zilong Shao, Shashank Jaiswal, Linlin Shen, Michel Valstar, Hatice Gunes

Comments Submitted to IJCV

Semantic Edge Detection with Diverse Deep Supervision

Yun Liu, Ming-Ming Cheng, Deng-Ping Fan, Le Zhang, JiaWang Bian, Dacheng Tao

Comments International Journal of Computer Vision

Bridging Composite and Real: Towards End-to-end Deep Image Matting

Jizhizi Li, Jing Zhang, Stephen J. Maybank, Dacheng Tao

Comments Accepted by the International Journal of Computer Vision (IJCV). Both the datasets and source code are available at https://github.com/JizhiziLi/GFM

NAS-FCOS: Efficient Search for Object Detection Architectures

Ning Wang, Yang Gao, Hao Chen, Peng Wang, Zhi Tian, Chunhua Shen, Yanning Zhang

Comments 14 pages, 11 figures, journal extension of NAS-FCOS (CVPR 2020), accepted by IJCV. arXiv admin note: substantial text overlap with arXiv:1906.04423

FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking

Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu

Comments IJCV 2021

Journal ref International Journal of Computer Vision, 129(11), 2021, 3069-3087

AutoScale: Learning to Scale for Crowd Counting and Localization

Chenfeng Xu, Dingkang Liang, Yongchao Xu, Song Bai, Wei Zhan, Xiang Bai, Masayoshi Tomizuka

Comments This work is accepted by IJCV. Code is available at \url{https://github.com/dk-liang/AutoScale.git}

VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance Change

Mubariz Zaffar, Sourav Garg, Michael Milford, Julian Kooij, David Flynn, Klaus McDonald-Maier, Shoaib Ehsan

Comments Accepted version of our IJCV paper

Journal ref International Journal of Computer Vision. 2021 May 7:1-39

Equivalent Constraints for Two-View Geometry: Pose Solution/Pure Rotation Identification and 3D Reconstruction

Qi Cai, Yuanxin Wu, Lilian Zhang, Peike Zhang

Comments 15 pages, 13 figures

Journal ref International Journal of Computer Vision, 2019

Rescaling Egocentric Vision

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

Comments Accepted at the International Journal of Computer Vision (IJCV). Dataset available from: http://epic-kitchens.github.io/

Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild

Haibo Jin, Shengcai Liao, Ling Shao

Comments Accepted to IJCV

Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior

Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang

Comments International Journal of Computer Vision (IJCV), Sep 2021

Towards Balanced Learning for Instance Recognition

Jiangmiao Pang, Kai Chen, Qi Li, Zhihai Xu, Huajun Feng, Jianping Shi, Wanli Ouyang, Dahua Lin

Comments Accepted by IJCV. Journal extension of paper arXiv:1904.02701

SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness

Md Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce

Comments Under submission at IJCV (BMVC 2020 Extension). arXiv admin note: substantial text overlap with arXiv:2008.05667

3D Semantic Scene Completion: a Survey

Luis Roldao, Raoul de Charette, Anne Verroust-Blondet

Comments Accepted in IJCV

Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning

Han-Jia Ye, Hexiang Hu, De-Chuan Zhan

Comments Accepted by IJCV; The code is available at https://github.com/Sha-Lab/aCASTLE

Deep unsupervised 3D human body reconstruction from a sparse set of landmarks

Meysam Madadi, Hugo Bertiche, Sergio Escalera

Journal ref IJCV (2021)

Multi-level Motion Attention for Human Motion Prediction

Wei Mao, Miaomiao Liu, Mathieu Salzmann, Hongdong Li

Comments Accepted by IJCV. arXiv admin note: substantial text overlap with arXiv:2007.11755

A numerical framework for elastic surface matching, comparison, and interpolation

Martin Bauer, Nicolas Charon, Philipp Harms, Hsi-Wei Hsieh

Comments 21 pages, 11 figures, 1 table, 3 algorithms. Forthcoming in the International Journal of Computer Vision

Towards High Performance Human Keypoint Detection

Jing Zhang, Zhe Chen, Dacheng Tao

Comments Accepted by IJCV

Synthetic Humans for Action Recognition from Unseen Viewpoints

Gül Varol, Ivan Laptev, Cordelia Schmid, Andrew Zisserman

Comments 21 pages

Journal ref International Journal of Computer Vision (2021)

Dense Reconstruction of Transparent Objects by Altering Incident Light Paths Through Refraction

Kai Han, Kwan-Yee K. Wong, Miaomiao Liu

Comments International Journal of Computer Vision (IJCV)

Knowledge Distillation: A Survey

Jianping Gou, Baosheng Yu, Stephen John Maybank, Dacheng Tao

Comments It has been accepted for publication in International Journal of Computer Vision (2021)

Object Priors for Classifying and Localizing Unseen Actions

Pascal Mettes, William Thong, Cees G. M. Snoek

Comments Accepted to IJCV