IJCV

Rain rendering for evaluating and improving robustness to bad weather

Maxime Tremblay, Shirsendu Sukanta Halder, Raoul de Charette, Jean-François Lalonde

Comments 19 pages, 19 figures, IJCV 2020 preprint. arXiv admin note: text overlap with arXiv:1908.10335

Learning to Caricature via Semantic Shape Transform

Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Yu-Ting Chang, Yijun Li, Deng Cai, Ming-Hsuan Yang

Comments Submitted to IJCV, code and model are available at https://github.com/wenqingchu/Semantic-CariGANs/

Hardware-Centric AutoML for Mixed-Precision Quantization

Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han

Comments Journal preprint of arXiv:1811.08886 (IJCV, 2020). The first three authors contributed equally to this work. Project page: https://hanlab.mit.edu/projects/haq/

Journal ref International Journal of Computer Vision (IJCV), Volume 128, Issue 8-9, pp 2035-2048, 2020

Scene Text Detection and Recognition: The Deep Learning Era

Shangbang Long, Xin He, Cong Yao

Comments This is a pre-print of an article published in International Journal of Computer Vision. The final authenticated version will be available online at: https://doi.org/10.1007/s11263-020-01369-0

Pixel-wise Crowd Understanding via Synthetic Data

Qi Wang, Junyu Gao, Wei Lin, Yuan Yuan

Comments Accepted by IJCV. arXiv admin note: text overlap with arXiv:1903.03303

Temporally Coherent General Dynamic Scene Reconstruction

Armin Mustafa, Marco Volino, Hansung Kim, Jean-Yves Guillemaut, Adrian Hilton

Comments Submitted to IJCV 2019. arXiv admin note: substantial text overlap with arXiv:1603.03381

Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings

Pedro Morgado, Yunsheng Li, Jose Costa Pereira, Mohammad Saberian, Nuno Vasconcelos

Comments Accepted at International Journal of Computer Vision

Unsupervised Deep Representation Learning for Real-Time Tracking

Ning Wang, Wengang Zhou, Yibing Song, Chao Ma, Wei Liu, Houqiang Li

Comments Journal version of the CVPR2019 paper "Unsupervised Deep Tracking". Accepted by IJCV. arXiv admin note: text overlap with arXiv:1904.01828

Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image

Matthieu Grard, Emmanuel Dellandréa, Liming Chen

Comments International Journal of Computer Vision, Springer Verlag, 2020, Special Issue on Deep Learning for Robotic Vision

Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-based Image Retrieval

Anjan Dutta, Zeynep Akata

Comments In International Journal of Computer Vision (IJCV) 2020 (17 pages, 12 figures, 5 tables). arXiv admin note: substantial text overlap with arXiv:1903.03372

Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN

Masaki Saito, Shunta Saito, Masanori Koyama, Sosuke Kobayashi

Comments Accepted at International Journal of Computer Vision. The source code is available at https://github.com/pfnet-research/tgan2

Mix and match networks: cross-modal alignment for zero-pair image-to-image translation

Yaxing Wang, Luis Herranz, Joost van de Weijer

Comments Accepted by IJCV

Convolutional Networks with Adaptive Inference Graphs

Andreas Veit, Serge Belongie

Comments IJCV 2019

MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking

Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer

Comments International Journal on Computer Vision's (IJCV) Special Issue on GANs

Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation

Sai Rajeswar, Fahim Mannan, Florian Golemo, Jérôme Parent-Lévesque, David Vazquez, Derek Nowrouzezahrai, Aaron Courville

Comments This is a pre-print of an article published in International Journal of Computer Vision. The final authenticated version is available online at: https://doi.org/10.1007/s11263-020-01322-1

Journal ref International Journal of Computer Vision, (2020), 1-16

Minimal Solvers for Rectifying from Radially-Distorted Scales and Change of Scales

James Pritts, Zuzana Kukelova, Viktor Larsson, Yaroslava Lochman, Ondřej Chum

Comments arXiv admin note: text overlap with arXiv:1807.06110

Journal ref International Journal of Computer Vision (2020) 1-19

Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation

Ke Li, Shichong Peng, Tianhao Zhang, Jitendra Malik

Comments To appear in International Journal of Computer Vision (IJCV). arXiv admin note: text overlap with arXiv:1811.12373

Exploiting Semantics for Face Image Deblurring

Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang

Comments Submitted to International Journal of Computer Vision (IJCV). arXiv admin note: text overlap with arXiv:1803.03345

Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation

Peng Sun, Jiaxiang Wu, Songyuan Li, Peiwen Lin, Junzhou Huang, Xi Li

Comments submitted to IJCV

The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale

Alina Kuznetsova, Hassan Rom, Neil Alldrin, Jasper Uijlings, Ivan Krasin, Jordi Pont-Tuset, Shahab Kamali, Stefan Popov, Matteo Malloci, Alexander Kolesnikov, Tom Duerig, Vittorio Ferrari

Comments Accepted to International Journal of Computer Vision, 2020

Shape retrieval of non-rigid 3d human models

David Pickup, Xianfang Sun, Paul L Rosin, Ralph R Martin, Z Cheng, Zhouhui Lian, Masaki Aono, A Ben Hamza, A Bronstein, M Bronstein, S Bu, Umberto Castellani, S Cheng, Valeria Garro, Andrea Giachetti, Afzal Godil, Luca Isaia, J Han, Henry Johan, L Lai, Bo Li, C Li, Haisheng Li, Roee Litman, X Liu, Z Liu, Yijuan Lu, L Sun, G Tam, Atsushi Tatsuma, J Ye

Comments International Journal of Computer Vision, 2016

Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks

Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan D. Wegner, Konrad Schindler

Comments Updated to IJCV version

Discriminator Feature-based Inference by Recycling the Discriminator of GANs

Duhyeon Bang, Seoungyoon Kang, Hyunjung Shim

Journal ref International Journal of Computer Vision 2020

Gated Fusion Network for Degraded Image Super Resolution

Xinyi Zhang, Hang Dong, Zhe Hu, Wei-Sheng Lai, Fei Wang, Ming-Hsuan Yang

Comments Accepted by IJCV. The code will be publicly available at https://github.com/BookerDeWitt/GFN-IJCV

Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning

Xiang Wang, Sifei Liu, Huimin Ma, Ming-Hsuan Yang

Comments IJCV 2020

DGPose: Deep Generative Models for Human Body Analysis

Rodrigo de Bem, Arnab Ghosh, Thalaiyasingam Ajanthan, Ondrej Miksik, Adnane Boukhayma, N. Siddharth, Philip Torr

Comments IJCV 2020 special issue on 'Generating Realistic Visual Data of Human Behavior' preprint. Keywords: deep generative models, semi-supervised learning, human pose estimation, variational autoencoders, generative adversarial networks

Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks

Domen Tabernik, Matej Kristan, Aleš Leonardis

Comments Accepted for publication in International Journal of Computer Vision, Jan 02 2020

Learning Extremal Representations with Deep Archetypal Analysis

Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth

Comments Under review for publication at the International Journal of Computer Vision (IJCV). Extended version of our GCPR2019 paper "Deep Archetypal Analysis"

MAP Inference via L2-Sphere Linear Program Reformulation

Baoyuan Wu, Li Shen, Tong Zhang, Bernard Ghanem

Comments Accepted to International Journal of Computer Vision

Learning Multi-Human Optical Flow

Anurag Ranjan, David T. Hoffmann, Dimitrios Tzionas, Siyu Tang, Javier Romero, Michael J. Black

Comments arXiv admin note: text overlap with arXiv:1806.05666

Journal ref International Journal of Computer Vision (IJCV) 2019