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Accepted Papers

 

SENSOR-CENTRIC PROCESSING:

  1. Constraining Relative Camera Pose Estimation with Pedestrian Detector-Based Correspondence Filters
    Emanuel Aldea (University Paris Sud)*; Thomas Pollok (Fraunhofer IOSB); Chengchao Qu (Fraunhofer IOSB)

  2. OptInOpt: Dual Optimization for Automatic Camera Calibration by Multi-Target Observations
    Vojtěch Bartl (FIT BUT)*; Adam Herout (FIT BUT)

PROCESSING, DETECTION, TRACKING & RECOGNITION:

  1. Gaussian Normalization: Handling Burstiness in Visual Data
    remi trichet (DCU)*; Noel O'Connor (DCU)

  2. Social MIL: Interaction-Aware for Crowd Anomaly Detection
    Shuheng Lin (Shanghai Jiao Tong University); Hua Yang (Shanghai Jiao Tong University)*; Lin Chen (Shanghai Jiao Tong University); Tianqi Shi (Shanghai Jiao Tong University)

  3. What Makes You Look Like You: Learning an Inherent Feature Representation for Person Re-Identification
    Wen-Li Wei (Academia Sinica); Jen-Chun Lin (Yuan Ze University)*; Yen-Yu Lin (Academia Sinica); Mark Liao (Institute of Information Science, Academia Sinica)

  4. 3D Gait Recognition Based on a CNN-LSTM Network with the Fusion of SkeGEI and DA Features
    Yu Liu (Shanghai Jiao Tong University); Tanfeng Sun (Shanghai Jiao Tong University); Xinghao Jiang (Shanghai Jiao Tong University)*; Ke Xu (Shanghai Jiao Tong University)

  5. Efficient Violence Detection Using 3D Convolutional Neural Networks
    Ji Li (Shanghai Jiao Tong University); Xinghao Jiang (Shanghai Jiao Tong University)*; Tanfeng Sun (Shanghai Jiao Tong University); Ke Xu (Shanghai Jiao Tong University)

  6. Non-local Attentive Temporal Network for Video-based Person Re-Identification
    Shivansh Rao (Delhi Technological University); Peng Cao (University of Electronic Science and Technology of China); Tanzila Rahman (University of British Columbia ); Mrigank Rochan (University of Manitoba); Yang Wang (University of Manitoba)*

  7. A Comprehensive Study on Large-Scale Person Retrieval in Real Surveillance Scenarios
    Da Li (University of Chinese Academy of Sciences)*; Zhang Zhang (Institute of Automation, Chinese Academy of Sciences); Caifeng Shan (CAS-AIR); Liang Wang (NLPR, China); Tieniu Tan (NLPR, China)

  8. Information theory based pruning for CNN compression and its application to image classification and action recognition
    Hai-Hong Phan (ETIS/Université Paris Seine, Université Cergy-Pontoise, ENSEA, CNRS/ 95000-Cergy)*; Ngoc-Son Vu (ETIS/Université Paris Seine, Université Cergy-Pontoise, ENSEA, CNRS/ 95000-Cergy)

  9. On the Interaction Between Deep Detectors and Siamese Trackers in Video Surveillance
    Madhu Kiran (LIVIA)*; Vivek Tiwari (Indian Institute of Technology (ISM), Dhanbad); Le Thanh NGUYEN-MEIDINE (LIVIA); Louis-Antoine Blais-Morin (Genetec Inc.); Eric Granger (ETS Montreal )

  10. VikingDet: A Real-time Person and Face Detector for Surveillance Cameras
    Zhongxia Xiong (Beihang University); Ziying Yao (Beihang University); Yalong Ma (Beihang University); Xinkai Wu (Beihang University)*

  11. Spatial Attention for Pedestrian Detection
    Ujjwal Ujjwal (INRIA)*; Aziz Dziri (VEDECOM); Bertrand Leroy (VEDECOM); Francois Bremond (Inria Sophia Antipolis, France)

  12. Inverse Attention Guided Deep Crowd Counting
    Vishwanath Sindagi (Johns Hopkins University)*; Vishal Patel (Johns Hopkins University)

  13. Graph-to-Graph Energy Minimization for Video Object Segmentation
    Yuezun Li (University at Albany, SUNY)*; Longyin Wen (JD Digit); Ming-Ching Chang (Albany University); Siwei Lyu (University at Albany)

  14. Video-based Person Re-identification Using Refined Attention Networks
    Tanzila Rahman (University of Manitoba)*; Mrigank Rochan (University of Manitoba); Yang Wang (University of Manitoba)

  15. ADMINet: Pain Intensity Estimation Through Facial Expression Analysis using Light Weighted CNN Network
    monu verma (MNIT)*; Santosh Kumar vipparthi (MNIT); girdhari singh (MNIT); Emmanuel Shubhakar Pilli (MNIT Jaipur); S. K. Nagar (Indian Institute of Technology (BHU), Varanasi)

  16. Simple background subtraction constraint for weakly supervised background subtraction network
    Tsubasa Minematsu (Kyushu university)*; Atsushi Shimada (Kyushu University); RIN-ICHIRO TANIGUCHI (Kyushu University, Japan)

  17. Fast tracking-by-detection of bus passengers with Siamese CNNs
    Claire Labit-Bonis (LAAS-CNRS / ACTIA Automotive)*; Frederic Lerasle (LAAS-CNRS); Francisco Madrigal (LAAS); Jérôme Thomas (Actia Automotive)

  18. Continuous Learning without Forgetting for Person Re-Identification Task
    Nehemia Sugianto (Southern Cross University)*; Dian Tjondronegoro (Southern Cross University); Golam Sorwar (Southern Cross University); Prithwi Chakraborty (Southern Cross University); Elizabeth Irenne Yuwono (Southern Cross University)

  19. MTCNet: Multi-Task Learning Paradigm for Crowd Count Estimation
    Nishant Jain (Samsung R&D Institute - Bangalore, India)*; Abhay kumar (Samsung R&D Institute - Bangalore, India); Chirag Singh (Samsung R&D Institute India - Bangalore); Suraj Tripathi (Samsung R&D Institute - India, Bangalore); Kamal Krishna (Samsung R&D Institute - Bangalore, India)

  20. Pose Guided Dynamic Image Network for Human Action Recognition in Person Centric Videos
    Sachin Chaudhary (IIT Ropar)*; Akshay A Dudhane (IIT Ropar); Subrahmanyam Murala (IIT Ropar)

  21. Joint Coarse-and-Fine Semantic Segmentation
    Yi-Cheng Chiu (National Central University)*; Chih-Yang Lin (Yuan Ze University); Timothy K. Shih (National Central University, Taiwan)

  22. Automated Real-time Anomaly Detection in Human Trajectories using Sequence to Sequence Networks
    Giorgos Bouritsas (Imperial College London)*; Stelios Daveas (National Center for Scientific Research "Demokritos"); Antonios Danelakis (National Center for Scientific Research "Demokritos"); Constantinos Rizogiannis (National Center for Scientific Research "Demokritos"); Stelios Thomopoulos (National Center for Scientific Research "Demokritos")

  23. Self-Attention Temporal Convolutional Network for Long-Term Daily Living Activity Detection
    Rui Dai (INRIA)*; Luca Minciullo (Toyota-Europe); Lorenzo Garattoni (Toyota-Europe); Gianpiero Francesca (Toyota-Europe); Francois Bremond (Inria Sophia Antipolis, France)

  24. Future Frame Prediction Using Convolutional VRNN for Anomaly Detection
    Yiwei Lu (University of Manitoba)*; Mahesh Kumar K (University of Manitoba); Seyed shahabeddin Nabavi (University of Manitoba); Yang Wang (University of Manitoba)

  25. Cosine Focal Loss-based Change Detection for Video Surveillance Systems
    Jae-Il Jung (Samsung Electronics)*; 준익 장 (Samsung Electronics); 종희 홍 (Samsung)

  26. Exemplar-based Pseudo-Viewpoint Rotation for White-Cane User Recognition from a 2D Human Pose Sequence
    Nishida Naoki (Graduate School of Informatics, Nagoya University)*; Yasutomo Kawanishi (Nagoya University); Daisuke Deguchi (Nagoya University); Ichiro Ide (Nagoya University); Hiroshi Murase (Nagoya University); Jun Piao (NEC Corporation)

  27. Structural Low-Rank Tracking
    Sajid Javed (Khalifa University of Science and Technology)*; Arif Mahmood (Information Technology University); Naoufel Werghi (Khalifa University of Science and Technology); Jorge Manuel Miranda Dias (Khalifa University of Science and Technology)

  28. Supervised People Counting Using An Overhead Fisheye Camera
    Shengye Li (Boston University ); Ozan Tezcan (Boston University)*; Janusz Konrad (Boston University, Massachusetts); Prakash Ishwar (Boston University)

  29. Human Pose Estimation for Real-World Crowded Scenarios
    Thomas Golda (Karlsruhe Institute of Technology)*

  30. RGB-Depth Cross-Modal Person Re-identification
    Frank Michael Hafner (ZF Friedrichshafen AG)*; Amran Bhuiyan (École de technologie supérieure); Julian F P Kooij (Delft University of Technology); Eric Granger (ETS Montreal )

  31. Enhancing object detection in the dark using U-Net based restoration module
    Yen-Ting Huang (National Chengchi University)*; Yan-Tsung Peng (National Chengchi University); Wen-Hung Liao (National Chengchi University)

  32. Improving RestNet-based Feature Extractor for Face Recognition via Re-ranking and Approximate Nearest Neighbor
    Sheng-Hsing Hsiao (National Taiwan University)*; Jyh-Shing Roger Jang (National Taiwan University)

  33. A new Bayesian modeling for 3D human-object action recognition
    Camille Maurice (LAAS-CNRS)*; Francisco Madrigal (LAAS); Frederic Lerasle (LAAS-CNRS)

  34. Image and Video Super Resolution using Recurrent Generative Adversarial Network
    Omkar Thawakar (SGGSIE&T)*; Prashant Patil (IIT Ropar); Akshay A Dudhane (IIT Ropar); Subrahmanyam Murala (IIT Ropar); Uday Kulkarni (SGGSIET, Nanded)

  35. SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition
    Carlos A Caetano (Universidade Federal de Minas Gerais - UFMG)*; Jessica Sena de Souza (Federal University of Minas Gerais); Francois Bremond (Inria Sophia Antipolis, France); Jefersson A dos Santos (UFMG); William R Schwartz (Federal University of Minas Gerais)

VISUALIZATION AND INTERACTION CONCEPTS FOR SURVEILLANCE SYSTEMS

  1. Suggesting Gaze-based Selection for Surveillance Applications
    Jutta Hild (Fraunhofer IOSB)*; Elisabeth Peinsipp-Byma (Fraunhofer IOSB); Michael Voit (Fraunhofer IOSB); Jürgen Beyerer (Fraunhofer IOSB)

  2. An interactive Framework for Cross-modal Attribute-based Person Retrieval
    Andreas Specker (Fraunhofer IOSB)*; Arne Schumann (Fraunhofer IOSB); Jürgen Beyerer (Fraunhofer IOSB)

ANALYTICS, SITUATION AWARENESS & DECISION MAKING

  1. A Learning Approach to Interactive Advertising
    Peter Tu (General Electric)*; James Kubricht (General Electric); Alberto Santamaria Pang (General Electric); Tao Gao (UCLA); Alex Chen (General Electric); Don Hamilton (General Electric); Justin Foehner (General Electric)

  2. INCREMENTAL LEARNING OF ABNORMALITIES IN AUTONOMOUS SYSTEMS
    Hassan Zaal (Genoa University and Queen Mary University of London)*; hafsa iqbal (university of genoa); Damian A Campo (Genova University ); LUCIO MARCENARO (Universita degli Studi di Genoa, Genoa); Carlo Regazzoni (Universita degli Studi di Genoa, Genoa)

  3. ABNORMALITY DETECTION USING GRAPH MATCHING FOR MULTI-TASK DYNAMICS OF AUTONOMOUS SYSTEMS
    Hassan Zaal (Genoa University and Queen Mary University of London)*; Mohamad Baydoun (Unviersity of Genova ); LUCIO MARCENARO (Universita degli Studi di Genoa, Genoa); Laurissa Tokarchuk (Queen Mary University of London); Carlo Regazzoni (Universita degli Studi di Genoa, Genoa)

  4. Crowd Behaviour Characterization for Scene Tracking
    Gianni Franchi (Paris-Sud University)*; Emanuel Aldea (University Paris Sud); Severine Dubuisson (Aix-Marseille University); Isabelle Bloch (LTCI, Télécom ParisTech, Université Paris-Saclay, Paris, France)

SECURITY & PRIVACY

  1. Deep Face Image Retrieval for Cancelable Biometric Authentication
    Young Kyun Jang (Seoul National University)*; Nam Ik Cho (Seoul National University)

  2. Vein Pattern Visualisation and Feature Extraction Using Sparse Auto-encoder for Forensic Purposes
    Soheil Varastehpour (Unitec Institute of Technology)*; Hamid Sharifzadeh (Unitec Institute of Technology); Iman Tabatabaei Ardekani (Unitec Institute of Technology); Xavier Francis (Unitec Institute of Technology)

  3. k-Same-Siamese-GAN: k-Same Algorithm with Generative Adversarial Network for Facial Image De-identification with Hyperparameter Tuning and Mixed Precision Training
    Yi-Lun Pan (National Taiwan University )*; Min-Jhih Haung (National Taiwan University); Kuo-Teng Ding (National Taiwan University); Ja-Ling Wu (National Taiwan University); Roger Jang ()

SURVEILLANCE SYSTEMS AND APPLICATIONS

  1. Pedestrian Parsing by Joint Learning from Wholes and Parts
    Zhenting Gong (Beijing Sogou Technology Development Co., Ltd.); Yang Yang (Chinese Academy of Sciences)*

  2. Real-time Video-based Person Re-identification Surveillance with Light-weight Deep Convolutional Networks
    Chien-Yao Wang (Institute of Information Science, Academia Sinica)*; Ping-Yang Chen (National Taiwan Ocean University); Ming-Chiao Chen (National Taitung University); Jun-Wei Hsieh (National Taiwan Ocean University); Mark Liao (Institute of Information Science, Academia Sinica)

  3. Person Head Detection Based Deep Model for People Counting in Sports Videos
    Sultan Daud Khan (University of Ha'il); Habib Ullah (University of Ha'il); Mohib Ullah (NTNU)*; Nicola Conci (UNITN); Faouzi Alaya-Chekh (NTNU at Gjvik, Norway); Azeddine Beghdadi (L2TI, University Paris 13)

  4. DYNAMIC GALLERY FOR REAL-TIME MULTI-TARGET MULTI-CAMERA TRACKING
    Yu-Sheng Chou (National Taiwan University)*; Chien-Yao Wang (Institute of Information Science, Academia Sinica); Ming-Chiao Chen (National Taitung University); Shou-De Lin (NTU); Mark Liao (Institute of Information Science, Academia Sinica)

  5. A Comprehensive Dataset for Camera Tampering Detection
    Pranav Mantini (University of Houston)*; Shishir Shah (University of Houston)

  6. 3DMA: A Multi-modality 3D Mask Face Anti-spoofing Database
    Jinchuan Xiao (National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences)*; Yang Yang (Chinese Academy of Sciences); Jianzhu Guo (NLPR); Yinhang Tang (AuthenMetric Inc.); Zhen Lei (NLPR, CASIA, China)

  7. A Camera Recalibration Method for a Top-view Surveillance System Based on Relative Camera Pose and Structural Similarity
    Jun Minagawa (Mitsubishi Electric Corporation)*; Kohei Okahara (Mitsubishi Electric Corporation); Kento Yamazaki (Mitsubishi Electric Corporation); Tsukasa Fukasawa ( Mitsubishi Electric Corporation)

  8. CNN-Based Analysis of Crowd Structure using Automatically Annotated Training Data
    M. Sami Zitouni (Khalifa University)*; ANDRZEJ SLUZEK (Khalifa University); Harish Bhaskar (Khalifa University)

  9. Improving Person Re-identification by Combining Siamese Convolutional Neural Network and Re-ranking Process
    Nabila Mansouri (ReDCAD)*; Sourour Ammar ( MIRACL Laboratory); Yousri Kessentini (MIRACL Laboratory)