WACV 2020

378 papers

Devon: Deformable Volume Network for Learning Optical Flow

Yao Lu, Jack Valmadre, Heng Wang, Juho Kannala, Mehrtash Harandi

DeFraudNet:End2End Fingerprint Spoof Detection using Patch Level Attention

Anusha B, Sayan Banerjee, Subhasis Chaudhuri

EDGE20: A Cross Spectral Evaluation Dataset for Multiple Surveillance Problems

Ha Le, Christos Smailis, Lei Shi, Ioannis Kakadiaris

Pose Guided Gated Fusion for Person Re-identification

Amran Bhuiyan, Yang Liu, Parthipan Siva, Mehrsan Javan, Ismail Ben Ayed

SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations

Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Jeremy Dawson, Nasser Nasrabadi

Video Person Re-Identification using Learned Clip Similarity Aggregation

Neeraj Matiyali, Gaurav Sharma

Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis

Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong

Relativistic Discriminator: A One-Class Classifier for Generalized Iris Presentation Attack Detection

Shivangi Yadav, Cunjian Chen, Arun Ross

Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection

Royston Rodrigues, Neha Bhargava, Rajbabu Velmurugan, Subhasis Chaudhuri

Text-based Person Search via Attribute-aided Matching

Surbhi Aggarwal, Venkatesh Babu Radhakrishnan, Anirban Chakraborty

Siqi Liu, Xiangyuan Lan, PongChi Yuen

Learning a distance function with a Siamese network to localize anomalies in videos

Bharathkumar Ramachandra, Michael Jones, Ranga Vatsavai

Detecting Face2Face Facial Reenactment in Videos

Prabhat Kumar, Mayank Vatsa, Richa Singh

Estimate 3D Camera Pose from 2D Pedestrian Trajectories

Yan Xu, Vivek Roy, Kris Kitani

Street Scene: A new dataset and evaluation protocol for video anomaly detection

Bharathkumar Ramachandra, Michael Jones

Color Composition Similarity and Its Application in Fine-grained Similarity

Mai Lan Ha, Vlad Hosu, Volker Blanz

2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets

Xiaotong Liu, Zeyu Zhang, Hong Xuan, Roxana Leontie, Abby Stylianou

Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval

Anubha Pandey, Ashish Mishra, Vinay Kumar Verma, Anurag Mittal, Hema Murthy

Image Hashing via Linear Discriminant Learning

Weixiang Hong, Yu-Ting Chang, Haifang Qin, Wei-Chih Hung, Yi-Hsuan Tsai

Geometric Image Correspondence Verification by Dense Pixel Matching

Zakaria Laskar, Iaroslav Melekhov, Hamed Rezazadegan Tavakoli, Juha Ylioinas, Juho Kannala

Cross-Time and Orientation-Invariant Overhead Image Geolocalization Using Deep Local Features

Yuxin Tian, Xueqing Deng, Yi Zhu, Shawn Newsam

Spatial-Content Image Search in Complex Scenes

Jin Ma, Shanmin Pang, Bo Yang, Jihua Zhu, Yaochen Li

Deep Position-Aware Hashing for Semantic Continuous Image Retrieval

Ruikui Wang, Ruiping Wang, Shishi Qiao, Shiguang Shan, Xilin Chen

Learning Discriminative and Generalizable Representations by Spatial-Channel Partition for Person Re-Identification

Hao Chen, Benoit Lagadec, francois bremond

Improved Embeddings with Easy Positive Triplet Mining

Hong Xuan, Abby Stylianou, Robert Pless

Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention

Cristian Rodriguez, Edison Marrese-Taylor, Fatemeh Sadat Saleh, Hongdong Li, Stephen Gould

Image denoising via K-SVD with primal-dual active set algorithm

Quan Xiao, Canhong Wen, Zirui Yan

ChromaGAN: Adversarial Picture Colorization with Semantic Class Distribution

Patricia Vitoria, Lara Raad, Coloma Ballester

Characteristic Regularisation for Super-Resolving Face Images

Zhiyi Cheng, Xiatian Zhu, Shaogang Gong

Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising

Zhihao Xia, Ayan Chakrabarti

End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation

Xiaohong Liu, Lingshi Kong, Yang Zhou, Jiying Zhao, Jun Chen

Variational Image Deraining

Yingjun Du, Jun Xu, Qiang Qiu, Xiantong Zhen, Lei Zhang

From Image to Video Face Inpainting: Spatial-Temporal Nested GAN (STN-GAN) for Usability Recovery

Yifan Wu, Vivek Singh, Ankur Kapoor

360 Panorama Synthesis from a Sparse Set of Images with Unknown Field of View

Julius Surya Sumantri, In Kyu Park

DAVID: Dual-Attentional Video Deblurring

Junru Wu, Xiang Yu, Ding Liu, Manmohan Chandraker, Zhangyang Wang

DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting

Indra Deep Mastan, Shanmuganathan Raman

Scale-aware Conditional Generative Adversarial Network for Image Dehazing

Prasen Sharma, Priyankar Jain, Arijit Sur

Going Much Wider with Deep Networks for Image Super-Resolution

Vikram Singh, Keerthan Ramnath, Subrahmanyam Arunachalam, Anurag Mittal

A GAN-based Tunable Image Compression System

Lirong Wu, Kejie Huang, Haibin Shen

CompressNet: Generative Compression at Extremely Low Bitrates

Suraj Kiran Raman, Aditya Ramesh, Vijayakrishna Naganoor, Shubham Dash, Giridharan Kumaravelu

Fungi Recognition: A Practical Use Case

Milan Sulc, Lukas Picek, Jiri Matas, Thomas Jeppesen, Jacob Heilmann-Clausen

Post-Mortem Iris Recognition Resistant to Biological Eye Decay Processes

Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz

Looking Ahead: Anticipating Pedestrians Crossing with Future Frames Prediction

Mohamed Chaabane, Ameni Trabelsi, Nathaniel Blanchard, Ross Beveridge

Plug-and-Play Rescaling Based Crowd Counting in Static Images

Usman Sajid, Guanghui Wang

Structured Compression of Deep Neural Networks with Debiased Elastic Group LASSO

Oyebade Oyedotun, Djamila Aouada, Bjorn Ottersten

Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification

Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes

Very Power Efficient Neural Time-of-Flight

Yan Chen, Jimmy Ren, Xuanye Cheng, Keyuan Qian, Luyang Wang

Scalable Detection of Offensive and Non-compliant Content / Logo in Product Images

Shreyansh Gandhi, Samrat Kokkula, Abon Chaudhuri, Alessandro Magnani, Theban Stanley

Erasing Scene Text with Weak Supervision

Jan Zdenek, Hideki Nakayama

Measuring the Utilization of Public Open Spaces by Deep Learning: a Benchmark Study at the Detroit Riverfront

peng sun, Rui Hou, Jerome Lynch

Charting the Right Manifold: Manifold Mixup for Few-shot Learning

Puneet Mangla, Nupur Kumari, Abhishek Sinha, Mayank Singh, Balaji Krishnamurthy

Instance Segmentation for the Quantification of Microplastic Fiber Images

Viktor Wegmayr, Aytunc Sahin, Bjorn Saemundsson, Joachim Buhmann

Multi-Label Visual Feature Learning with Attentional Aggregation

Ziqiao Guan, Kevin Yager, Dantong Yu, Hong Qin

A Flexible Selection Scheme for Minimum-Effort Transfer Learning

Amelie Royer, Christoph Lampert

SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On

Surgan Jandial, Ayush Chopra, Kumar Ayush, Mayur Hemani, Balaji Krishnamurthy

Adversarial Discriminative Attention for Robust Anomaly Detection

Daiki Kimura, Subhajit Chaudhury, Minori Narita, Asim Munawar, Ryuki Tachibana

Self-Contained Stylization via Steganography for Reverse and Serial Style Transfer

Hung-Yu Chen, I-Sheng Fang, Chia-Ming Cheng, Wei-Chen Chiu

Toward Explainable Fashion Recommendation

Pongsate Tangseng, Takayuki Okatani

Event-based Star Tracking via Multiresolution Progressive Hough Transforms

Samya Bagchi, Tat-jun Chin

Region Pooling with Adaptive Feature Fusion for End-to-End Person Recognition

Vijay Kumar, Anoop Namboodiri, C.V. Jawahar

QR-code Reconstruction from Event Data via Optimization in Code Subspace

Jun Nagata, Yusuke Sekikawa, Kosuke Hara, Teppei Suzuki, Yoshimitsu Aoki

Reverse Variational Autoencoder for Visual Attribute Manipulation and Anomaly Detection

Gauerhof Lydia, Nianlong Gu

Image identification of Protea species with attributes and subgenus scaling

Peter Thompson, Willie Brink

Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving

Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou

Multiparty Visual Co-Occurrences for Estimating Personality Traits in Group Meetings

Lingyu Zhang, Indrani Bhattacharya, Mallory Morgan, Michael Foley, Christoph Riedl

Multi-Modal Association based Grouping for Form Structure Extraction

Milan Aggarwal, Mausoom Sarkar, Hiresh Gupta, Balaji Krishnamurthy

SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Module and Information Blocking Decoder

Hyojin Park, Lars Sjosund, YoungJoon Yoo, Nicolas Monet, Jihwan Bang

RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation

Youngeun Kim, Seokeon Choi, Hankyeol Lee, Taekyung Kim, Changick Kim

VRT-Net: Real-Time Scene Parsing via Variable Resolution Transform

Jogendra Nath Kundu, Gaurav Singh Rajput, Venkatesh Babu Radhakrishnan

Multi-Level Representation Learning for Deep Subspace Clustering

Mohsen Kheirandishfard, Fariba Zohrizadeh, Farhad Kamangar

MaskPlus: Improving Mask Generation for Instance Segmentation

Shichao Xu, Shuyue Lan, Zhu Qi

Quadtree Generating Networks: Efficient Hierarchical Scene Parsing with Sparse Convolutions

Kashyap Chitta, Jose M. Alvarez, Martial Hebert

Leveraging Pretrained Image Classifiers for Language-Based Segmentation

David Golub, Roberto Martín-Martín, Ahmed El-Kishky, Silvio Savarese

UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking

Jonathon Luiten, Idil Esen Zulfikar, Bastian Leibe

Simultaneous Detection and Removal of Dynamic Objects in Multi-view Images

Gagan Kanojia, Shanmuganathan Raman

Template-Based Automatic Search of Compact Semantic Segmentation Architectures

Vladimir Nekrasov, Chunhua Shen, Ian Reid

Architecture Search of Dynamic Cells for Semantic Video Segmentation

Vladimir Nekrasov, Hao Chen, Chunhua Shen, Ian Reid

ROSS: Robust Learning of One-shot 3D Shape Segmentation

Shuaihang Yuan, Yi Fang

Shape Constrained Network for Eye Segmentation in the Wild

Bingnan Luo, Jie Shen, Shiyang Cheng, Yujiang Wang, Maja Pantic

Multiview Co-segmentation for Wide Baseline Images using Cross-view Supervision

Yuan Yao, Hyun Soo Park

Can I teach a robot to replicate a line art

Raghav B.V., Subham Kumar, Vinay Namboodiri

Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection

Xavier Soria Poma, Edgar Riba, Angel Sappa

Representing Objects in Video as Space-Time Volumes by Combining Top-Down and Bottom-Up Processes

Filip Ilic, Axel Pinz

DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation

Ping Hu, Jun Liu, Gang Wang, Vitaly Ablavsky, Kate Saenko

Multi Receptive Field Network for Semantic Segmentation

Jianlong Yuan, Zelu Deng, Shu Wang, Zhenbo Luo

EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency

Ijaz Akhter, Mohsen Ali, Muhammad Faisal, Richard Hartley

FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data

Georg Krispel, Michael Opitz, Georg Waltner, Horst Possegger, Horst Bischof

MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling

Javed Iqbal, Mohsen Ali

Casting Geometric Constraints in Semantic Segmentation as Semi-Supervised Learning

Sinisa Stekovic, Friedrich Fraundorfer, Vincent Lepetit

It's All About The Scale - Efficient Text Detection Using Adaptive Scaling

Elad Richardson, Yaniv Azar, Or Avioz, Niv Geron, Tomer Ronen

Lane detection using lane boundary marker network with road geometry constraints

Hussam Ullah Khan, Afsheen Rafaqat Ali, Ali Hassan, Ahmed Ali, Wajahat Kazmi

Efficient Object Detection in Large Images Using Deep Reinforcement Learning

Burak Uzkent, Christopher Yeh, Stefano Ermon

The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation

Fanjie Kong, Bohao Huang, Kyle Bradbury, Jordan Malof

Single Satellite Optical Imagery Dehazing using SAR Image Prior Based on conditional Generative Adversarial Networks

Binghui Huang, Li Zhi, Chao Yang, Fuchun Sun, Yixu Song

Cloud Removal from Satellite Images using Spatiotemporal Generator Networks

Vishnu Sarukkai, Anirudh Jain, Burak Uzkent, Stefano Ermon

City-Scale Road Extraction from Satellite Imagery v2: Road Speeds and Travel Times

Adam Van Etten

Deep Remote Sensing Methods for Methane Detection in Overhead Hyperspectral Imagery

Satish Kumar, Carlos Torres, Oytun Ulutan, Alana Ayasse, Dar Roberts

Periphery-Fovea Multi-Resolution Driving Model Guided by Human Attention

Ye Xia, Jinkyu Kim, John Canny, Karl Zipser, Teresa Canas-Bajo

Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation

Moritz Venator, Fengyi Shen, Selcuk Aklanoglu, Erich Bruns, Klaus Diepold

BIRDSAI: A Dataset for Detection and Tracking in Aerial Thermal Infrared Videos

Elizabeth Bondi, Raghav Jain, Palash Aggrawal, Saket Anand, Robert Hannaford