IJCV

DRIT++: Diverse Image-to-Image Translation via Disentangled Representations

Hsin-Ying Lee, Hung-Yu Tseng, Qi Mao, Jia-Bin Huang, Yu-Ding Lu, Maneesh Singh, Ming-Hsuan Yang

Comments IJCV Journal extension for ECCV 2018 "Diverse Image-to-Image Translation via Disentangled Representations" arXiv:1808.00948. Project Page: http://vllab.ucmerced.edu/hylee/DRIT_pp/ Code: https://github.com/HsinYingLee/DRIT

EdgeStereo: An Effective Multi-Task Learning Network for Stereo Matching and Edge Detection

Xiao Song, Xu Zhao, Liangji Fang, Hanwen Hu

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

Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra

Comments This version was published in International Journal of Computer Vision (IJCV) in 2019; A previous version of the paper was published at International Conference on Computer Vision (ICCV'17)

3D Fluid Flow Estimation with Integrated Particle Reconstruction

Katrin Lasinger, Christoph Vogel, Thomas Pock, Konrad Schindler

Comments To appear in International Journal of Computer Vision (IJCV)

Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities

Guo-Jun Qi

Comments The source codes for both LS-GAN and GLS-GAN are available at \url{https://github.com/maple-research-lab}. LS-GAN is also supported by Microsoft CNTK at \url{https://www.cntk.ai/pythondocs/CNTK_206C_WGAN_LSGAN.html}. The original codes of LS-GAN and GLS-GAN are also available at https://github.com/guojunq/lsgan/ and https://github.com/guojunq/glsgan/

Journal ref in International Journal of Computer Vision (IJCV), 2019

Video Enhancement with Task-Oriented Flow

Tianfan Xue, Baian Chen, Jiajun Wu, Donglai Wei, William T. Freeman

Comments IJCV 2019. Project page: http://toflow.csail.mit.edu

Journal ref International Journal of Computer Vision (IJCV), 127(8):1106-1125, 2019

Modeling Human Motion with Quaternion-based Neural Networks

Dario Pavllo, Christoph Feichtenhofer, Michael Auli, David Grangier

Comments Follow-up work of arXiv:1805.06485. This is a pre-print of an article published in IJCV. The final authenticated version is available online at https://doi.org/10.1007/s11263-019-01245-6

Journal ref International Journal of Computer Vision (Special Issue on Machine Vision with Deep Learning), 2019. Online ISSN: 1573-1405

A Survey of Deep Facial Attribute Analysis

Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He

Comments submitted to International Journal of Computer Vision (IJCV)

Semantic Image Networks for Human Action Recognition

Sunder Ali Khowaja, Seok-Lyong Lee

Comments 30 pages

Journal ref International Journal of Computer Vision-2019

Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models

César Roberto de Souza, Adrien Gaidon, Yohann Cabon, Naila Murray, Antonio Manuel López

Comments Pre-print of the article accepted for publication in the Special Issue on Generating Realistic Visual Data of Human Behavior of the International Journal of Computer Vision (IJCV). arXiv admin note: substantial text overlap with arXiv:1612.00881

Slanted Stixels: A way to represent steep streets

Daniel Hernandez-Juarez, Lukas Schneider, Pau Cebrian, Antonio Espinosa, David Vazquez, Antonio M. Lopez, Uwe Franke, Marc Pollefeys, Juan C. Moure

Comments Journal preprint (published in IJCV 2019: https://link.springer.com/article/10.1007/s11263-019-01226-9). arXiv admin note: text overlap with arXiv:1707.05397

Journal ref IJCV 2019

DeepIM: Deep Iterative Matching for 6D Pose Estimation

Yi Li, Gu Wang, Xiangyang Ji, Yu Xiang, Dieter Fox

Comments submitted to IJCV, update results on YCB_Video, add depth-based results

Semantic Decomposition and Recognition of Long and Complex Manipulation Action Sequences

Eren Erdal Aksoy, Adil Orhan, Florentin Woergoetter

Comments IJCV preprint manuscript

Journal ref International Journal of Computer Vision, 2017

Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks

Francesco Croce, Jonas Rauber, Matthias Hein

Comments Accepted at International Journal of Computer Vision

Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance

Zechun Liu, Wenhan Luo, Baoyuan Wu, Xin Yang, Wei Liu, Kwang-Ting Cheng

Comments To appear in IJCV. It is the journal extension of our ECCV paper: arXiv:1808.00278. Codes are available on: https://github.com/liuzechun/Bi-Real-net

Learning single-image 3D reconstruction by generative modelling of shape, pose and shading

Paul Henderson, Vittorio Ferrari

Comments Extension of arXiv:1807.09259, accepted to IJCV. Differentiable renderer available at https://github.com/pmh47/dirt

Deep Learning for Generic Object Detection: A Survey

Li Liu, Wanli Ouyang, Xiaogang Wang, Paul Fieguth, Jie Chen, Xinwang Liu, Matti Pietikäinen

Comments IJCV Minor

Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction

Bo Yang, Sen Wang, Andrew Markham, Niki Trigoni

Comments IJCV 2019. Code and data are available at https://github.com/Yang7879/AttSets

3D Interpreter Networks for Viewer-Centered Wireframe Modeling

Jiajun Wu, Tianfan Xue, Joseph J. Lim, Yuandong Tian, Joshua B. Tenenbaum, Antonio Torralba, William T. Freeman

Comments Journal preprint of arXiv:1604.08685 (IJCV, 2018). The first two authors contributed equally to this work. Project page: http://3dinterpreter.csail.mit.edu

Journal ref International Journal of Computer Vision, Volume 126, Issue 9, pp 1009-1026, 2018

Learning Transparent Object Matting

Guanying Chen, Kai Han, Kwan-Yee K. Wong

Comments To appear in International Journal of Computer Vision, Project Page: https://guanyingc.github.io/TOM-Net. arXiv admin note: substantial text overlap with arXiv:1803.04636

Classifier and Exemplar Synthesis for Zero-Shot Learning

Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha

Comments Extended version of arXiv:1603.00550 (CVPR 2016) and arXiv:1605.08151 (ICCV 2017); Accepted for publication in International Journal of Computer Vision (IJCV)

Semi-Supervised Semantic Mapping through Label Propagation with Semantic Texture Meshes

Radu Alexandru Rosu, Jan Quenzel, Sven Behnke

Comments This is a pre-print of an article published in International Journal of Computer Vision (IJCV, 2019)

Deep Unified Multimodal Embeddings for Understanding both Content and Users in Social Media Networks

Karan Sikka, Lucas Van Bramer, Ajay Divakaran

Comments Preprint submitted to IJCV

Image-Based Geo-Localization Using Satellite Imagery

Sixing Hu, Gim Hee Lee

Comments IJCV preprint

Unsupervised learning of foreground object detection

Ioana Croitoru, Simion-Vlad Bogolin, Marius Leordeanu

Comments International Journal of Computer Vision (IJCV), 2019

Semantic Foggy Scene Understanding with Synthetic Data

Christos Sakaridis, Dengxin Dai, Luc Van Gool

Comments Accepted manuscript, 21 pages. The datasets, models and code have been made publicly available

Journal ref International Journal of Computer Vision, 126(9):973-992, 2018

3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation

Stylianos Moschoglou, Stylianos Ploumpis, Mihalis Nicolaou, Athanasios Papaioannou, Stefanos Zafeiriou

Comments 15 pages, 12 figures. Submitted to International Journal of Computer Vision (IJCV), special issue: Generative Adversarial Networks for Computer Vision

Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding

Dengxin Dai, Christos Sakaridis, Simon Hecker, Luc Van Gool

Comments accepted by IJCV (22 pages), an extension of arXiv:1808.01265 our eccv18 paper

Identity-preserving Face Recovery from Stylized Portraits

Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz

Comments International Journal of Computer Vision 2019. arXiv admin note: substantial text overlap with arXiv:1801.02279

Lucid Data Dreaming for Video Object Segmentation

Anna Khoreva, Rodrigo Benenson, Eddy Ilg, Thomas Brox, Bernt Schiele

Comments Accepted in International Journal of Computer Vision (IJCV)