TuAMOT1.A

Tue 10:30-12:30

Machine Learning and Classification

131

Trusheim, Felix

Boosting Black-Box Variational Inference by Incorporating the Natural Gradient

881

Fu, Xianghua; Liu, Wangwang

Introduce More Characteristics of Samples into Cross-domain Sentiment Classification

843

Jiang, Yuechi; Leung, Frank Hung Fat

Discriminative Collaborative Representation and Its Application to Audio Signal Classification

490

LI, Rui; CAO, Wenming; QIAN, Sheng; Wong, Hau-San; Wu, Si

Cross-domain Semantic Feature Learning via Adversarial Adaptation Networks

484

Bi, Yanhong; Wu, Fuchao

Cayley-Klein Metric Learning with Shrinkage-Expansion Constraints

1190

Bhaskaruni, Venkata Sai Krishna Dheeraj; Moss, Fiona; Lan, Chao

Estimating Prediction Qualities without Ground Truth: A Revisit of the Reverse Testing Framework

TuAMOT1.B

Tue 10:30-12:10

Deep Learning 1

332

Ma, Jiabin; Guo, Weiyu; Wang, Wei; Wang, Liang

RotateConv: Making Asymmetric Convolutional Kernels Rotatable

359

Manessi, Franco; Rozza, Alessandro

Learning Combinations of Activation Functions

431

Zhu, Jiagang; Zou, Wei; Zheng, Zhu

Learning Evasion Strategy in Pursuit-Evasion by Deep Q-network

513

Shi, Hongjiang; Wang, Lu; Ding, Guangtai; Yang, Fenglei; Li, Xiaoqiang

Data Augmentation with Improved Generative Adversarial Networks

587

Liu, Hanwen; Navarrete Michelini, Pablo; Zhu, Dan

Artsy–GAN: A style transfer system with improved quality, diversity and performance

TuAMOT2

Tue 10:30-12:30

Learning Based Vision

491

Lin, luojun; Liang, Lingyu; Jin, Lianwen

R^2-ResNeXt: A ResNeXt-Based Regression Model with Relative Ranking for Facial Beauty Prediction

592

Han, Guangyun; Xie, Xiaohua; Zheng, Wei-Shi; Lai, Jian-huang

Learning Intrinsic Image Decomposition by Deep Neural Network with Perceptual Loss

607

Roy, Anirban; Todorovic, Sinisa

Learning to Learn Second-Order Back-Propagation for CNNs Using LSTMs

609

Choo, Sungkwon; Seo, Wonkyo; Jeong, Dong-ju; Cho, Nam Ik

Multi-scale Recurrent Encoder-Decoder Network for Dense Temporal Classification

1160

Robles-Kelly, Antonio; wei, Ran

A Convolutional Neural Network for Pixelwise Illuminant Recovery in Colour and Spectral Images

1046

Li, Miaopeng; Zhou, Zimeng; li, jie; Liu, Xinguo

Bottom-up Pose Estimation of Multiple Person with Bounding Box Constraint

ThAMOT3

Tue 10:30-12:30

Image Processing

456

Bolelli, Federico; Baraldi, Lorenzo; Cancilla, Michele; Grana, Costantino

Connected Components Labeling on DRAGs

673

Huang, Tao; Dong, Weisheng; Shi, Guangming; Li, Xin

Lightweight Deep Residue Learning for Joint Color Image Demosaicking and Denoising

800

Ling, zhigang; Li, xiuxin; Zou, wen; Siyu, Guo

Joint Haze-relevant Features Selection and Transmission Estimation via Deep Belief Network for Efficient Single Image Dehazing

923

Perera, Pramuditha; Mahdi, Abavisani; Patel, Vishal

In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversial Networks

961

Cheng, Xi; Li, Xiang; Yang, Jian; Tai, Ying

SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks

956

Yue, Huanjing; Zhou, Shengdi; Yang, Jingyu; Sun, Xiaoyan; Hou, Chunping

Deep Joint Noise Estimation and Removal for High ISO JPEG Images

TuPMOT1

Tue 17:00-18:20

Structural Pattern Recognition

447

Hou, Jian; Pelillo, Marcello

A Game-Theoretic Hyper-graph Matching Algorithm

997

Zhang, Qi; Jin, QiZhao; Chang, Jianlong; Xiang, Shiming; PAN, Chunhong

Kernel-Weighted Graph Convolutional Network: A Deep Learning Approach for Traffic Forecasting

402

Zhang, Zhihong; ZHOU, DA; Xu, Chuanyu; Wang, Beizhan; Wang, Dong; REN, GUIJUN; Hancock, Edwin

Depth-based Subgraph Convolutional Neural Networks

789

Bai, Lu; Cui, Lixin; Rossi, Luca; Wang, Yue; Hancock, Edwin

A Deep Hybrid Graph Kernel Through Deep Learning Networks

TuPMOT2

Tue 17:00-18:20

3D Vision

53

Antensteiner, Doris; Štolc, Svorad; Pock, Thomas

Multi-line Scan 3D Sensing with a Hybrid Light-Field and Photometric Stereo Approach

889

Kimura, Ryosuke; Dayrit, Fabian Lorenzo; Nakashima, Yuta; Kawasaki, Hiroshi; Blanco, Ambrosio; Ikeuchi, Katsushi

Representing a Partially Observed Non-Rigid 3D Human Using Eigen-Texture and Eigen-Deformation

971

Elanattil, Shafeeq; Moghadam, Peyman; Sridha, Sridharan; Fookes, Clinton; Cox, Mark

Non-rigid Reconstruction with a Single Moving RGB-D Camera

1106

Shui, Panpan; Wang, Pengyu; Bingyang, Hu; Yan, Zhang

3D Shape Segmentation Based on Viewpoint Entropy and Projective Fully Convolutional Networks Fusing Multi-view Features

TuPMOT4

Tue 17:00-18:20

Biometric Analysis and Synthesis

519

Wu, Bo; YANG, Gongping; Yang, Lu; Yin, Yilong

Robust ECG Biometrics Using Two-Stage Model

528

Zheng, Siqi; Wang, Jianzong; Xiao, Jing; Hsu, Wei-Ning; Glass, James

A Noise-Robust Self-Adaptive Multitarget Speaker Detection System

468

Li, Peipei; Hu, Yibo; Li, Qi; He, Ran; Sun, Zhenan

Global and Local Consistent Age Generative Adversarial Networks

1191

Sindagi, Vishwanath; Patel, Vishal; Di, Xing

GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks

TuPMOT5

Tue 17:00-18:20

Document Image Analysis

653

Jolly, Shailza; Iwana, Brian Kenji; Kuroki, Ryohei; Uchida, Seiichi

How do Convolutional Neural Networks Learn Design?

980

Cu, Vinh Loc; burie, jean-christophe; Ogier, Jean-Marc

Document images watermarking for security issue using fully convolutional networks

1086

Baraldi, Lorenzo; Cornia, Marcella; Grana, Costantino; Cucchiara, Rita

Aligning Text and Document Illustrations: towards Visually Explainable Digital Humanities

364

Konwer, Aishik; Bhunia, Ayan Kumar; Bhowmick, Abir; Bhunia, Ankan Kumar; Banerjee, Prithaj; Roy, Partha Pratim; Pal, Umapada

Staff line Removal using Generative Adversarial Networks

WeAMOT1

Wed 11:10-12:30

Deep Learning 2

640

li, lin; Zhang, Zhaoxiang; Huang, Yan; Wang, Liang

Deep Temporal Feature Encoding for Action Recognition

663

Gupta, Nitin; Mujumdar, Shashank; Samanta, Suranjana; Mehta, Sameep

Learning an Order Preserving Image Similarity Through Deep Ranking

535

wang, chu; Zhang, Yan-Ming; Liu, Cheng-Lin

Anomaly Detection via Minimum Likelihood Generative Adversarial Networks

837

Wu, Kailun; Zhang, Changshui

Deep Generative Adversarial Networks for the Sparse Signal Denoising

WeAMOT2

Wed 11:10-12:30

Low Level Vision

196

Wang, Gang; Chen, Yufei

Spatially Coherent Matching for Robust Registration

762

Yang, Guorun; Deng, Zhidong; Wang, Shiyao; Li, Zeping

Masked Label Learning for Optical Flow Regression

125

zu, yueran; Gao, Ke; bao, xiuguo; tang, wenzhong; yin, zhiyu

Saliency guided fast interpolation for large displacement optical flow

763

Haindl, Michael; Havlicek, Vojtech

BTF Compound Texture Model  with Non-Parametric Control Field

WeAMOT3

Wed 11:00-12:30

Image Analysis and Segmentation

555

Ngo, Phuc; Passat, Nicolas; Kenmochi, Yukiko; Debled-Rennesson, Isabelle

Convexity invariance of voxel objects under rigid motions

329

Song, Tiecheng; Luo, Lin; Xin, Liangliang; Gao, Chenqiang

Multi-Scale Cross-Band Encoding of Sectored Local Binary Pattern for Robust Texture Classification

884

Chen, Sih-Huei; Lee, Yuan-Shan; Wang, Jia-Ching

Locality Preserving Discriminative Complex-Valued Latent Variable Model

1091

Pucher, Daniel; Kropatsch, Walter

Segmentation Edit Distance

WeAMOT6

Wed 11:10-12:30

Medical Image Analysis

562

Nadeem, Syed Ahmed; Hoffman, Eric A; Saha, Punam Kumar

An automated airway segmentation algorithm for CT images using topological leakage detection and volume freezing

615

Liu, Zhe; Song, Yuqing; Liu, Qingfeng; Lu, Hu; Zhu, Yan; Yuan, Deqi

A Method for PET-CT Lung Cancer Segmentation based on Improved Random Walk

633

Huang, Kuan; Cheng, Heng-Da; Huang, Jianhua; zhang, yingtao; Zhang, Boyu; Xing, Ping; Ning, Chunping

Medical Knowledge Constrained Semantic Breast Ultrasound Image Segmentation

975

Dhara, Ashis Kumar; Arvids, Erik; Fahlström, Markus; Wikström, Johan; Larsson, Elna-Marie; Strand, Robin

Interactive Segmentation of Glioblastoma for Post-surgical Treatment Follow-up

WePMOT1.A

Wed 17:00-18:20

Multitask and Multilabel Learning

927

Han, Tian; Xing, Xianglei; Wu, Yingnian

Learning Multi-view Generator Network for Shared Representation

320

Zhuang, Ni; Yan, Yan; Chen, Si; Wang, Hanzi

Multi-task Learning of Cascaded CNN for Facial Attribute Classification

1300

Pei, Yuanli; Fern, Xiaoli Z; Raich, Raviv

Learning with Latent Label Hierarchy from Incomplete Multi-Label Data

60

Lyu, Jie; Yuan, Zejian; Chen, Dapeng

Learning Fixation Point Strategy for Object Detection and Classification

WePMOT1.B

Wed 17:00-18:00

Clustering

1089

Jaberi, Maryam; Pensky, Marianna; Foroosh, Hassan

Probabilistic Sparse Subspace Clustering

267

Li, Chun-Guang; Zhang, Junjian; Guo, Jun

Constrained Sparse Subspace Clustering with Side-Information

269

Wang, Ziyin; Tsechpenakis, Gavriil

Stream Clustering with Dynamic Estimation of Emerging Local Densities

WePMOT2

Wed 17:00-18:20

Motion Analysis

485

Li, Yulin; ma, Bingpeng; Chang, Hong; Chen, xilin

A Benchmark for Full Rotation Head Tracking

700

Kart, Ugur; Kamarainen, Joni-Kristian; Matas, Jiri; Fan, Lixin; Cricri, Francesco

Depth Masked Discriminative Correlation Filter

880

Jiang, Bo; Yuan, Zhang; Tang, Jin; Luo, Bin

OWP: Objectness Weighted Patch Descriptor for Visual Tracking

1284

Ma, Ding; Wu, Xiangqian

Dual-SVM tracker via Multiple Support Instance

WePMOT4

Wed 17:00-18:20

Gait and Person Re-identification

938

Hosni, Nadia; Drira, Hassen; Chaieb, Faten; Ben Amor, Boulbaba

3D Gait Recognition based on Functional PCA on Kendall's Shape Space

748

Yan, Fei; Kittler, Josef; Mikolajczyk, Krystian

Person Re-Identification with Vision and Language

1253

Yuan, Baoyu; Wu, Ancong; Zheng, Wei-Shi

Does A Body Image Tell Age?

515

Xu, Qin; Sun, Yifan; Li, Yali; Wang, Shengjin

Attend and Align: Improving Deep Representations with Feature Alignment Layer for Person Retrieval

ThAMOT1

Thu 11:10-12:30

Semi-Supervised Learning

572

Hailat, Zeyad; Komarichev, Artem; Chen, Xuewen

Deep Semi-Supervised Learning

346

Zhang, Huan; Zhang, Zhao; Jia, Lei; Qin, Jie; Tang, Jinhui; Wang, Meng

Robust Adaptive Label Propagation by Double Matrix Decomposition

666

zhong, min; Zeng, Gang

Efficient Object Region Discovery for Weakly-supervised Semantic Segmentation

1153

CURADO, MANUEL; Escolano, Francisco; Lozano, Miguel Angel; Hancock, Edwin

Semi-supervised Graph Rewiring with the Dirichlet Principle

ThAMOT2

Thu 11:10-12:30

Object Detection

1258

Xu, Pei; Zhao, Xin; Huang, Kaiqi

Densely Connected Single-Shot Detector

824

Chen, Yuhuan; Zou, Wenbin; Li, Xia; Qiu, Guoping

Video Salient Object Detection via Multiple Time-scale Analysis

900

Yang, Wenyan; QIAN, YANLIN; Cricri, Francesco; Fan, Lixin; Kamarainen, Joni-Kristian

Object Detection in Equirectangular Panorama

432

Xie, Xiaolu; Wang, Zengfu

Multi-scale Semantic Segmentation Enriched Features for Pedestrian Detection

ThAMOT4

Thu 11:10-12:30

Face Biometrics

29

Zhang, Hongwen; Li, Qi; Sun, Zhenan

Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization

1047

Li, Yong; Zeng, Jiabei; Shan, Shiguang; Chen, xilin

Patch-Gated CNN for Occlusion-aware Facial Expression Recognition

1280

Gupta, Ishita; Bhalla, Ikshu; Singh, Richa; Vatsa, Mayank

Scattering Transform for Matching Surgically Altered Face Images

532

Sun, Xudong; Huang, Lei; Liu, Changping

MULTIMODAL FACE SPOOFING DETECTION VIA RGB-D IMAGES

ThAMOT5

Thu 11:10-12:30

Text Detection and Recognition

969

Feng, Wei; He, Wenhao; Yin, Fei; Liu, Cheng-Lin

Scene Text Detection with Recurrent Instance Segmentation

482

Sui, Wanchen; Zhang, Qing; Yang, Jun; Chu, Wei

A Novel Integrated Framework for Learning both Text Detection and Recognition

795

Riba, Pau; Fischer, Andreas; Llados, Josep; Fornés, Alicia

Learning Graph Distances with Message Passing Neural Networks

719

Zhang, Jianshu; Du, Jun; Dai, Li-Rong

Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition

ThPMOT1.A

Thu 14:00-15:20

Online and Active Learning

818

Nie, Xiangli; Luo, Yongkang; Qiao, Hong; Zhang, Bo

An Incremental Multi-view Active Learning Algorithm for PolSAR Data Classification

1029

Xu, shan; Zhang, Xiao; Liao, Shizhong

A Linear Incremental Nystrom Method for Online Kernel Learning

1125

Liu, Xialei; Masana, Marc; Herranz, Luis; van de Weijer, Joost; López Peña, Antonio M.; Bagdanov, Andrew D.

Rotate your Networks: Better Weight Consolidation and Less Catastrophic Forgetting

945

Pang, Kunkun; Dong, Mingzhi; Wu, Yang; Hospedales, Timothy

Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice

ThPMOT2.A

Thu 14:00-15:20

Vision Applications

781

Spera, Emiliano; Furnari, Antonino; Battiato, Sebastiano; Farinella, Giovanni Maria

Egocentric Shopping Cart Localization

787

Zhang, Jiyuan; Zeng, Gang; Zha, Hongbin

Scalable Monocular SLAM by Fusing and Connecting Line Segments with Inverse Depth Filter

387

Yang, Zhengyuan; Zhang, Yixuan; Yu, Jerry; Cai, Junjie; Luo, Jiebo

End-to-end Multi-Modal Multi-Task Vehicle Control for Self-Driving Cars with Visual Perceptions

792

Li, Yan; Zhang, Yinlong; Hongsheng, He; Tan, Jindong

Spatial Calibration for Thermal-Visible Cameras and Inertial Sensor System

ThPMOT6

Thu 14:00-15:20

Medical Signal Analysis and Recognition

185

Abdeldayem, Sara; Bourlai, Thirimachos

Automatically Detecting Arrhythmia-related Irregular Patterns using the Temporal and Spectro-Temporal Textures of ECG Signals

594

Nguyen, Binh; Ma, Wanli; Tran, Dat

Impact of lossy data compression techniques on EEG-based pattern recognition systems

598

Zhang, Teng; Carvajal, Johanna; Smith, Daniel F.; Zhao, Kun; Wiliem, Arnold; Hobson, Peter; Jennings, Anthony; Lovell, Brian Carrington

SlideNet: Fast and Accurate Slide Quality Assessment Based on Deep Neural Networks

966

Lopez-Martinez, Daniel; Peng, Ke; Steele, Sarah; Lee, Arielle, Arielle; Borsook, David; Picard, Rosalind

Multitask multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals

ThPMOT1.B

Thu 17:20-18:20

Manifold and Feature Learning

406

Zhang, Zhihong; Ye, Zhiling; Bai, Zhengjian; Hu, Guosheng; Hu, Yiqun; Hancock, Edwin

A Unified Neighbor Reconstruction Method for Embeddings

1025

ZHU, Ruifeng; Dornaika, Fadi; Ruichek, Yassine

Flexible and discriminative non-linear embedding with feature selection for image classification

280

Bai, Yang; Haghighat, Mohammad; Abdel-Mottaleb, Mohamed

Kernel Discriminant Correlation Analysis: Feature Level Fusion for Nonlinear Biometric Recognition

ThPMOT2.B

Thu 17:20-18:20

Behavior Recognition

368

Yang, Bikun; Tong, Yuqiang; Cui, Jinshi, Jinshi; Wang, Li; Zha, Hongbin

Recognition of Infants' Gaze Behaviors and Emotions

523

Khalid, Muhammad Usman Khalid; Yu, Jie

Multi-Modal Three Stream Network for Action Recognition

877

Zhang, Wei; Cen, Jiepeng; Zheng, Huicheng

Temporal Inception Architecture for Action Recognition with Convolutional Neural  Networks

ThPMOT3

Thu 17:20-18:20

Speech and Signal

307

Li, Chenxing; Zhu, Lei; Xu, Shuang; Gao, Peng; Xu, Bo

Recurrent Neural Network Based Small-footprint Wake-up-word Speech Recognition System with a Score Calibration Method

930

Saitoh, Takeshi; Kubokawa, Michiko

SSSD: Speech Scene by Smart Device for Visual Speech Recognition

188

Shen, Miaomiao; Rui, WANG

New Singular Value Decomposition Algorithm for Octonion Signals

FrAMOT1

Fri 10:30-12:30

Applications of Classification and Learning

315

Abdolshah, Majid; Shilton, Alistair; Rana, Santu; Gupta, Sunil Kumar; Venkatesh, Svetha

Expected Hypervolume Improvement with Constraints

905

Yang, Jianxing; Zhou, Yuan; Kung, Sun-Yuan

Multi-scale Generative Adversarial Networks for Crowd Counting

1187

Sinha, Sayan; Nirala, Mehul Kumar; Ghosh, Shreya; Ghosh, Soumya K.

Hybrid Path Planner for Efficient Navigation in Urban Road Networks through Analysis of Trajectory Traces

1197

Zhang, Ting; Zhou, Tian; Duerstock, Bradley S.; Wachs, Juan

Image Exploration Procedure Classification with Spike-timing Neural Network for the Blind

1008

Savchenko, Andrey

Efficient Statistical Face Recognition Using Trigonometric Series and CNN Features

530

Lei, Haijun; Zhao, Yujia; Huang, Zhongwei; Zhou, Feng; Lei, Baiying

Multi-classification of Parkinson’s Disease via Sparse Low-Rank Learning

FrAMOT2

Fri 10:30-12:30

Object Recognition and Scene Understanding

337

Chan, Jacob; Lee, Jimmy Addison; Qian, Kemao

Real-Time Texture-less Object Recognition on Mobile Devices

723

Tian, Yanling; Zhang, Weitong; Zhang, Qieshi; Lu, Gang; Wu, Xiaojun

Selective Multi-Convolutional Region Feature Extraction based Iterative Discrimination CNN for Fine-Grained Vehicle Model Recognition

261

Zhu, Jianqing; Huanqiang, Zeng; Lei, Zhen; Liao, Shengcai; Lixin, Zheng; Cai, Canhui

A Shortly and Densely Connected Convolutional Neural Network for Vehicle Re-identification

287

Li, Binglin; Wang, Yang

Visual Relationship Detection Using Joint Visual-Semantic Embedding

588

Wang, Fuwei; Gong, Xiaolong; Huang, Linpeng

Time-Dependent Pre-attention Model for Image Captioning

755

Cheng, Wenlong; Huang, Yan; Wang, Liang

Towards Unconstrained Pointing Problem of Visual Question Answering: A Retrieval-based Method

FrAMOT3

Fri 10:30-12:30

Image and Video Retrieval

152

Yang, Zhengyuan; Li, Yuncheng; Yang, Jianchao; Luo, Jiebo

Action Recognition with Visual Attention on Skeleton Images

1147

Dehzangi, Omid; Anantapur Bache, Bhavani; Iftikhar, Omar

Human Activity Recognition via Discriminative Fusion of Insole embedded Multi-Pressure Sensors

74

Ueki, Kazuya; Hirakawa, Koji; Kikuchi, Kotaro; Kobayashi, Tetsunori

Fine-grained Video Retrieval using Query Phrases - Waseda_Meisei TRECVID 2017 AVS System -

284

sun, peng; Yan, Cheng; Bai, Xiao; wang, shuai

Discriminate Cross-modal Quantization for Efficient Retrieval

660

Hao, Jiedong; Dong, Jing; Wang, Wei; Tan, Tieniu

DeepFirearm: Learning Discriminative Feature Representation for Fine-grained Firearm Retrieval

782

Zhang, Yonghui; Shao, Jie; Ouyang, Deqiang; Shen, Heng Tao

Person Re-identification Using Two-Stage Convolutional Neural Network