WACV 2020

378 papers

Kornia: an Open Source Differentiable Computer Vision Library for PyTorch

Edgar Riba, Dmytro Mishkin, Daniel Ponsa, Ethan Rublee, Gary Bradski

Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy

Martin Weigert, Uwe Schmidt, Robert Haase, Ko Sugawara, Gene Myers

IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks

Liangzhi Li, Manisha Verma, Yuta Nakashima, Hajime Nagahara, Ryo Kawasaki

3D semi-supervised learning with uncertainty-aware multi-view co-training

Yingda Xia, Fengze Liu, Dong Yang, Jinzheng Cai, Lequan Yu

HistoNet: Predicting size histograms of object instances

Kishan Sharma, Moritz Gold, Christian Zurbruegg, Laura Leal-Taixé, Jan Dirk Wegner

Enhanced generative adversarial network for 3D brain MRI super-resolution

Jiancong Wang, Yuhua Chen, Yifan Wu, Jianbo Shi, James Gee

NeurReg: Neural Registration and Its Application to Image Segmentation

Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth

Towards a Unified Framework for Visual Compatibility Prediction

Anirudh Singhal, Ayush Chopra, Kumar Ayush, Utkarsh Patel Govind, Balaji Krishnamurthy

Two-Grid Preconditioned Solver for Bundle Adjustment

Siddhant Katyan, Shrutimoy Das, Pawan Kumar

Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification

Ye Yuan, Wuyang Chen, Tianlong Chen, Yang Yang, Zhou Ren

Adversarial Defense based on Structure-to-Signal Autoencoders

Sebastian Palacio, Joachim Folz, Jörn Hees, Andreas Dengel

Composition-Aware Image Aesthetics Assessment

Dong Liu, Rohit Puri, Nagendra Kamath, Subhabrata Bhattacharya

Low Cost, High Performance Automatic Motorcycle Helmet Violation Detection

Aphinya Chairat, Matthew Dailey, Somphop Limsoonthrakul, Mongkol Ekpanyapong, Dharma Raj KC

Print Defect Mapping with Semantic Segmentation

Augusto Valente, Cristina Wada, Deangela Neves, Deangeli Neves, Fabio Perez

A Novel Inspection System For Variable Data Printing Using Deep Learning

Oren Haik, Oded Perry, Eli Chen, Peter Klammer

Main-Secondary Network for Defect Segmentation of Textured Surface Images

Yu Xie, Fangrui Zhu, Yanwei Fu

DeepErase: Weakly Supervised Ink Artifact Removal in Document Text Images

Yike Qi, W. Ronny Huang, Qianqian Li, Jonathan Degange

LEAF-QA: Locate, Encode & Attend for Figure Question Answering

Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Pranav Maneriker, Prann Bansal

Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition

Lei Kang, Marcal Rusinol, Alicia Fornés, Pau Riba, Mauricio Villegas

Towards Preserving the Ephemeral: Texture-Based Background Modelling for Capturing Back-of-the-Napkin Notes

Melissa Cote, Alexandra Branzan Albu

CoachGAN

Mike Brodie

Fast Postprocessing for Difficult Discrete Energy Minimization Problems

Ijaz Akhter, Loong Fah Cheong, Richard Hartley

Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN)

Petru Soviany, Claudiu Ardei, Radu Tudor Ionescu, Marius Leordeanu

MoBiNet: A Mobile Binary Network for Image Classification

Hai Phan, Dang The Huynh, Yihui He, Marios Savvides, Zhiqiang Shen

Learning to Detect Head Movement in Unconstrained Remote Gaze Estimation in the Wild

Zhecan Wang, Jian Zhao, Cheng Lu, Fan Yang, Han Huang

Multimodal Image Outpainting With Regularized Normalized Diversification

Lingzhi Zhang, Jiancong Wang, Jianbo Shi

Hand-Priming in Object Localization for Assistive Egocentric Vision

Kyungjun Lee, Abhinav Shrivastava, Hernisa Kacorri

Body Pose Sonification for a View-Independent Auditory Aid to Blind Rock Climbers

Joseph Ramsay, Hyung Jin Chang

Preference-Based Image Generation

Hadi Kazemi, Fariborz Taherkhani, Nasser Nasrabadi

Neural Sign Language Synthesis: Words Are Our Glosses

Jan Zelinka, Jakub Kanis

ICface: Interpretable and Controllable Face Reenactment Using GANs

Soumya Tripathy, Juho Kannala, Esa Rahtu

Temporal Aggregation with Clip-level Attention for Video-based Person Re-identification

Mengliu Li, Han Xu, Jinjun Wang, Wenpeng Li, Yongli Sun

Do As I Do: Transferring Human Motion and Appearance between Monocular Videos with Spatial and Temporal Constraints

Thiago Gomes, Renato Martins, Joao Ferreira, Erickson Nascimento

BRDF-Reconstruction in Photogrammetry Studio Setups

Matthias Innmann, Jochen Sussmuth, Marc Stamminger

Neural Puppet: Generative Layered Cartoon Characters

Omid Poursaeed, Vladimir Kim, Eli Shechtman, Jun Saito, Serge Belongie

PSNet: A Style Transfer Network for Point Cloud Stylization on Geometry and Color

Xu Cao, Weimin Wang, Katashi Nagao, Ryosuke Nakamura

Attention Flow: End-to-End Joint Attention Estimation

Omer Sumer, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci

Eye Contact Correction using Deep Neural Networks

Furkan Isikdogan, Timo Gerasimow, Gilad Michael

AlignNet: A Unifying Approach to Audio-Visual Alignment

Jianren Wang, Zhaoyuan Fang, Hang Zhao

High-Frequency Refinement for Sharper Video Super-Resolution

Vikram Singh, Akshay Sharma, Sudharshann Devanathan, Anurag Mittal

Animating Face using Disentangled Audio Representations

Gaurav Mittal, Baoyuan Wang

Unsupervised Image Style Embeddings for Retrieval and Recognition Tasks

Siddhartha Gairola, Rajvi Shah, P. J. Narayanan

Personalizing Fast-Forward Videos Based on Visual and Textual Features from Social Network

Washington Ramos, Michel Silva, Edson Araujo, Alan Neves, Erickson Nascimento

s-SBIR: Style Augmented Sketch based Image Retrieval

Titir Dutta, Soma Biswas

Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zero-shot Classification and Retrieval of Videos

Kranti Parida, Neeraj Matiyali, Tanaya Guha, Gaurav Sharma

TailorGAN: Making User-Defined Fashion Designs

Lele Chen, Justin Tian, Guo Li, Cheng-Haw Wu, Erh-Kan King

Toward Interactive Self-Annotation For Video Object Bounding Box: Recurrent Self-Learning And Hierarchical Annotation Based Framework

Trung-Nghia Le, Akihiro Sugimoto, Shintaro Ono, Hiroshi Kawasaki

Fast Video Multi-Style Transfer

Wei Gao, Yijun Li, Yihang Yin, Ming-Hsuan Yang

Best Frame Selection in a Short Video

Jian Ren, Xiaohui Shen, Zhe Lin, Radomir Mech

Synthesizing human-like sketches from natural images using a conditional convolutional decoder

Moritz Kampelmuhler, Axel Pinz

FX-GAN: Self-Supervised GAN Learning via Feature Exchange

Rui Huang, Wenju Xu, Teng-Yok Lee, Anoop Cherian, Ye Wang

Adaptive Neural Connections for Sparsity Learning

Alex Gain, Prakhar Kaushik, Hava Siegelmann

Class-Discriminative Feature Embedding For Meta-Learning based Few-Shot Classification

Alireza Rahimpour, Hairong Qi

Learning from Noisy Labels via Discrepant Collaborative Training

Yan Han, SOUMAVA ROY, Lars Petersson, Mehrtash Harandi

Improving Style Transfer with Calibrated Metrics

Mao-Chuang Yeh, Shuai Tang, Anand Bhattad, Chuhang Zou, David Forsyth

How Much Deep Learning does Neural Style Transfer Really Need? An Ablation Study

Len Du

Filter Distillation for Network Compression

Xavier Suau Cuadros, Luca Zappella, Nicholas Apostoloff

Generative Pseudo-label Refinement for Unsupervised Domain Adaptation

Pietro Morerio, Riccardo Volpi, Ruggero Ragonesi, Vittorio Murino

Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders

Ari Heljakka, Arno Solin, Juho Kannala

Deep Adaptive Wavelet Network

Maria Ximena Bastidas Rodriguez, Adrien Gruson, Luisa Polania, Shin Fujieda, Flavio Prieto

A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation

Varun Khare, Divyat Mahajan, Homanga Bharadhwaj, Vinay Kumar Verma, Piyush Rai

Uncertainty in Model-Agnostic Meta-Learning using Variational Inference

Cuong Nguyen, Thanh-Toan Do, Gustavo Carneiro

Resisting Large Data Variations via Introspective Transformation Network

Yunhan Zhao, Ye Tian, Charless Fowlkes, Wei Shen, Alan Yuille

Adversarial Sampling for Active Learning

Christoph Mayer, Radu Timofte

microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination

Gonçalo Mordido, Haojin Yang, Christoph Meinel

Partially Zero-shot Domain Adaptation from Incomplete Target Data with Missing Classes

Masato Ishii, Takashi Takenouchi, Masashi Sugiyama

CrossNet: Latent Cross-Consistency for Unpaired Image Translation

Omry Sendik, Danny Cohen-Or, Dani Lischinski

Jointly Trained Image and Video Generation using Residual Vectors

Yatin Dandi, Aniket Das, Soumye Singhal, Vinay Namboodiri, Piyush Rai

GradMix: Multi-source Transfer across Domains and Tasks

Junnan Li, Ziwei Xu, Wong Yongkang, Qi Zhao, Mohan Kankanhalli

A "Network Pruning Network'' Approach to Deep Model Compression

Vinay Kumar Verma, Pravendra Singh, Vinay Namboodri, Piyush Rai

Munich to Dubai: How far is it for Semantic Segmentation?

Shyam Nandan Rai, Vineeth N Balasubramanian, Anbumani Subramanian, C.V. Jawahar

Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation

Fabio Pizzati, Raoul de Charette, Michela Zaccaria, Pietro Cerri

Focusing Visual Relation Detection on Relevant Relations with Prior Potentials

Francois PLESSE, Alexandru Ginsca, Bertrand Delezoide, Francoise Preteux

See the Sound, Hear the Pixels

Janani Ramaswamy, Sukhendu Das

Iterative and Adaptive Sampling with Spatial Attention for Black-Box Model Explanations

Bhavan Vasu, Chengjiang Long

Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features

Andres Mafla, Sounak Dey, Ali Furkan Biten, Lluis Gomez, Dimosthenis Karatzas

Combinational Class Activation Maps for Weakly Supervised Object Localization

Seunghan Yang, Yoonhyung Kim, Youngeun Kim, Changick Kim

Global Context Reasoning for Semantic Segmentation of 3D Point Clouds

Yanni Ma, Yulan Guo, Hao Liu, Yinjie Lei, Gongjian Wen

Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases

Xin Guo, Luisa Polania, Bin Zhu, Charles Boncelet, Kenneth Barner

Smart Hypothesis Generation for Efficient and Robust Room Layout Estimation

Martin Hirzer, Vincent Lepetit, PETER ROTH

A Little Fog for a Large Turn

Harshitha Machiraju, Vineeth N Balasubramanian

Classifying All Interacting Pairs in a Single Shot

Sanaa Chafik, Astrid Orcesi, Romaric Audigier, Bertrand Luvison

Plugin Networks for Inference under Partial Evidence

Michal Koperski, Tomasz Konopczynski, Rafal Nowak, Piotr Semberecki, Tomasz Trzcinski

Efficient Video Semantic Segmentation with Labels Propagation and Refinement

Matthieu Paul, Christoph Mayer, Luc Van Gool, Radu Timofte

Going Beyond the Regression Paradigm with Accurate Dot Prediction for Dense Crowds

Deepak Babu Sam, Skand Peri, Mukuntha Narayanan Sundararaman, Venkatesh Babu Radhakrishnan

Audio-Visual Model Distillation Using Acoustic Images

Andres Perez, Valentina Sanguineti, Pietro Morerio, Vittorio Murino

Distributed Iterative Gating Networks for Semantic Segmentation

Rezaul Karim, Md Amirul Islam, Neil D. B. Bruce

Predicting the Physical Dynamics of Unseen 3D Objects

Davis Rempe, Srinath Sridhar, He Wang, Leonidas Guibas

PointPoseNet: Point Pose Network for Robust 6D Object Pose Estimation

Wei Chen, Jinming Duan, Hector Basevi, Hyung Jin Chang, Ales Leonardis

Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning

Mahesh Kumar Krishna Reddy, Mohammad Hossain, Mrigank Rochan, Yang Wang

Super-resolved Chromatic Mapping of Snapshot Mosaic Image Sensors via a Texture Sensitive Residual Network

Mehrdad Shoeiby, Lars Petersson, Ali Armin, Sadegh Aliakbarian, antonio robbles-kelly

Adapting Grad-CAM for Embedding Networks

Lei Chen, Jianhui Chen, Hossein Hajimirsadeghi, Greg Mori

Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision

Karttikeya Mangalam, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles

BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos

Ozan Tezcan, Prakash Ishwar, Janusz Konrad

Fusing Semantics and Motion State Detection for Robust Visual SLAM

Gaurav Singh, Meiqing Wu, Siew-Kei Lam

NRMVS: Non-Rigid Multi-view Stereo

Matthias Innmann, Kihwan Kim, Jinwei Gu, Matthias Niessner, Charles Loop

TwoStreamVAN: Improving Motion Modeling in Video Generation

Ximeng Sun, Huijuan Xu, Kate Saenko

MotionRec: A Unified Deep Framework for Moving Object Recognition

Murari Mandal, Lav Kush Kumar, Mahipal Singh Saran, Santosh Kumar vipparthi

Cross-Conditioned Recurrent Networks for Long-Term Synthesis of Inter-Person Human Motion Interactions

Jogendra Nath Kundu, Himanshu Buckchash, Priyanka Mandikal, Rahul M V, Anirudh Jamkhandi

Stochastic Dynamics for Video Infilling

Qiangeng Xu, Hanwang Zhang, Weiyue Wang, Peter Belhumeur, Ulrich Neumann