Learning to Take Directions One Step at a Time
Qiyang Hu,
Adrian Wälchli,
Tiziano Portenier,
Matthias Zwicker,
Paolo Favaro
![Responsive image](/icpr/media/video_thumbnails/10925.jpg)
Auto-TLDR; Generating a Sequence of Motion Strokes from a Single Image
Similar papers
Dual-MTGAN: Stochastic and Deterministic Motion Transfer for Image-To-Video Synthesis
Fu-En Yang, Jing-Cheng Chang, Yuan-Hao Lee, Yu-Chiang Frank Wang
![Responsive image](/icpr/media/video_thumbnails/11689.jpg)
Auto-TLDR; Dual Motion Transfer GAN for Convolutional Neural Networks
Abstract Slides Poster Similar
The Role of Cycle Consistency for Generating Better Human Action Videos from a Single Frame
![Responsive image](/icpr/media/video_thumbnails/11022.jpg)
Auto-TLDR; Generating Videos with Human Action Semantics using Cycle Constraints
Abstract Slides Poster Similar
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation
Aditya Sreekar P, Ujjwal Tiwari, Anoop Namboodiri
![Responsive image](/icpr/media/video_thumbnails/11641.jpg)
Auto-TLDR; MIPAE: Mutual Information Predictive Auto-Encoder for Video Prediction
Abstract Slides Poster Similar
Reducing the Variance of Variational Estimates of Mutual Information by Limiting the Critic's Hypothesis Space to RKHS
Aditya Sreekar P, Ujjwal Tiwari, Anoop Namboodiri
![Responsive image](/icpr/media/video_thumbnails/12178.jpg)
Auto-TLDR; Mutual Information Estimation from Variational Lower Bounds Using a Critic's Hypothesis Space
JUMPS: Joints Upsampling Method for Pose Sequences
Lucas Mourot, Francois Le Clerc, Cédric Thébault, Pierre Hellier
![Responsive image](/icpr/media/video_thumbnails/10970.jpg)
Auto-TLDR; JUMPS: Increasing the Number of Joints in 2D Pose Estimation and Recovering Occluded or Missing Joints
Abstract Slides Poster Similar
What and How? Jointly Forecasting Human Action and Pose
Yanjun Zhu, Yanxia Zhang, Qiong Liu, Andreas Girgensohn
![Responsive image](/icpr/media/video_thumbnails/10928.jpg)
Auto-TLDR; Forecasting Human Actions and Motion Trajectories with Joint Action Classification and Pose Regression
Abstract Slides Poster Similar
Future Urban Scenes Generation through Vehicles Synthesis
Alessandro Simoni, Luca Bergamini, Andrea Palazzi, Simone Calderara, Rita Cucchiara
![Responsive image](/icpr/media/video_thumbnails/11408.jpg)
Auto-TLDR; Predicting the Future of an Urban Scene with a Novel View Synthesis Paradigm
Abstract Slides Poster Similar
Let's Play Music: Audio-Driven Performance Video Generation
Hao Zhu, Yi Li, Feixia Zhu, Aihua Zheng, Ran He
![Responsive image](/icpr/media/video_thumbnails/11284.jpg)
Auto-TLDR; APVG: Audio-driven Performance Video Generation Using Structured Temporal UNet
Abstract Slides Poster Similar
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation
Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai
![Responsive image](/icpr/media/video_thumbnails/12001.jpg)
Auto-TLDR; Semantic-Guided Inpainting of Complex Urban Scene Using Semantic Segmentation and Generation
Abstract Slides Poster Similar
Motion-Supervised Co-Part Segmentation
Aliaksandr Siarohin, Subhankar Roy, Stéphane Lathuiliere, Sergey Tulyakov, Elisa Ricci, Nicu Sebe
![Responsive image](/icpr/media/video_thumbnails/12049.jpg)
Auto-TLDR; Self-supervised Co-Part Segmentation Using Motion Information from Videos
A Grid-Based Representation for Human Action Recognition
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
![Responsive image](/icpr/media/video_thumbnails/12157.jpg)
Auto-TLDR; GRAR: Grid-based Representation for Action Recognition in Videos
Abstract Slides Poster Similar
Coherence and Identity Learning for Arbitrary-Length Face Video Generation
Shuquan Ye, Chu Han, Jiaying Lin, Guoqiang Han, Shengfeng He
![Responsive image](/icpr/media/video_thumbnails/10946.jpg)
Auto-TLDR; Face Video Synthesis Using Identity-Aware GAN and Face Coherence Network
Abstract Slides Poster Similar
Learning Object Deformation and Motion Adaption for Semi-Supervised Video Object Segmentation
Xiaoyang Zheng, Xin Tan, Jianming Guo, Lizhuang Ma
![Responsive image](/icpr/media/video_thumbnails/11924.jpg)
Auto-TLDR; Semi-supervised Video Object Segmentation with Mask-propagation-based Model
Abstract Slides Poster Similar
Residual Learning of Video Frame Interpolation Using Convolutional LSTM
![Responsive image](/icpr/media/video_thumbnails/11020.jpg)
Auto-TLDR; Video Frame Interpolation Using Residual Learning and Convolutional LSTMs
Abstract Slides Poster Similar
Novel View Synthesis from a 6-DoF Pose by Two-Stage Networks
Xiang Guo, Bo Li, Yuchao Dai, Tongxin Zhang, Hui Deng
![Responsive image](/icpr/media/video_thumbnails/11469.jpg)
Auto-TLDR; Novel View Synthesis from a 6-DoF Pose Using Generative Adversarial Network
Abstract Slides Poster Similar
Shape Consistent 2D Keypoint Estimation under Domain Shift
Levi Vasconcelos, Massimiliano Mancini, Davide Boscaini, Barbara Caputo, Elisa Ricci
![Responsive image](/icpr/media/video_thumbnails/11849.jpg)
Auto-TLDR; Deep Adaptation for Keypoint Prediction under Domain Shift
Abstract Slides Poster Similar
DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting
Alessio Monti, Alessia Bertugli, Simone Calderara, Rita Cucchiara
![Responsive image](/icpr/media/video_thumbnails/11156.jpg)
Auto-TLDR; Recurrent Generative Model for Multi-modal Human Motion Behaviour in Urban Environments
Abstract Slides Poster Similar
Self-Supervised Learning of Dynamic Representations for Static Images
Siyang Song, Enrique Sanchez, Linlin Shen, Michel Valstar
![Responsive image](/icpr/media/video_thumbnails/11036.jpg)
Auto-TLDR; Facial Action Unit Intensity Estimation and Affect Estimation from Still Images with Multiple Temporal Scale
Abstract Slides Poster Similar
Disentangle, Assemble, and Synthesize: Unsupervised Learning to Disentangle Appearance and Location
Hiroaki Aizawa, Hirokatsu Kataoka, Yutaka Satoh, Kunihito Kato
![Responsive image](/icpr/media/video_thumbnails/11096.jpg)
Auto-TLDR; Generative Adversarial Networks with Structural Constraint for controllability of latent space
Abstract Slides Poster Similar
VITON-GT: An Image-Based Virtual Try-On Model with Geometric Transformations
Matteo Fincato, Federico Landi, Marcella Cornia, Fabio Cesari, Rita Cucchiara
![Responsive image](/icpr/media/video_thumbnails/11804.jpg)
Auto-TLDR; VITON-GT: An Image-based Virtual Try-on Architecture for Fashion Catalogs
Abstract Slides Poster Similar
AG-GAN: An Attentive Group-Aware GAN for Pedestrian Trajectory Prediction
Yue Song, Niccolò Bisagno, Syed Zohaib Hassan, Nicola Conci
![Responsive image](/icpr/media/video_thumbnails/11929.jpg)
Auto-TLDR; An attentive group-aware GAN for motion prediction in crowded scenarios
Abstract Slides Poster Similar
A Multi-Task Neural Network for Action Recognition with 3D Key-Points
Rongxiao Tang, Wang Luyang, Zhenhua Guo
![Responsive image](/icpr/media/video_thumbnails/11324.jpg)
Auto-TLDR; Multi-task Neural Network for Action Recognition and 3D Human Pose Estimation
Abstract Slides Poster Similar
PoseCVAE: Anomalous Human Activity Detection
Yashswi Jain, Ashvini Kumar Sharma, Rajbabu Velmurugan, Biplab Banerjee
![Responsive image](/icpr/media/video_thumbnails/11203.jpg)
Auto-TLDR; PoseCVAE: Anomalous Human Activity Detection Using Generative Modeling
Abstract Slides Poster Similar
Stylized-Colorization for Line Arts
Tzu-Ting Fang, Minh Duc Vo, Akihiro Sugimoto, Shang-Hong Lai
![Responsive image](/icpr/media/video_thumbnails/11092.jpg)
Auto-TLDR; Stylized-colorization using GAN-based End-to-End Model for Anime
Abstract Slides Poster Similar
An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks
Debapriya Roy, Diganta Mukherjee, Bhabatosh Chanda
![Responsive image](/icpr/media/video_thumbnails/12180.jpg)
Auto-TLDR; Unsupervised Skin Tone Change Using Augmented Reality Based Models
Abstract Slides Poster Similar
Unsupervised 3D Human Pose Estimation in Multi-view-multi-pose Video
Cheng Sun, Diego Thomas, Hiroshi Kawasaki
![Responsive image](/icpr/media/video_thumbnails/11586.jpg)
Auto-TLDR; Unsupervised 3D Human Pose Estimation from 2D Videos Using Generative Adversarial Network
Abstract Slides Poster Similar
Boundary Guided Image Translation for Pose Estimation from Ultra-Low Resolution Thermal Sensor
Kohei Kurihara, Tianren Wang, Teng Zhang, Brian Carrington Lovell
![Responsive image](/icpr/media/video_thumbnails/10821.jpg)
Auto-TLDR; Pose Estimation on Low-Resolution Thermal Images Using Image-to-Image Translation Architecture
Abstract Slides Poster Similar
Switching Dynamical Systems with Deep Neural Networks
Cesar Ali Ojeda Marin, Kostadin Cvejoski, Bogdan Georgiev, Ramses J. Sanchez
![Responsive image](/icpr/media/video_thumbnails/11629.jpg)
Auto-TLDR; Variational RNN for Switching Dynamics
Abstract Slides Poster Similar
Local Facial Attribute Transfer through Inpainting
Ricard Durall, Franz-Josef Pfreundt, Janis Keuper
![Responsive image](/icpr/media/video_thumbnails/10836.jpg)
Auto-TLDR; Attribute Transfer Inpainting Generative Adversarial Network
Abstract Slides Poster Similar
Unsupervised Face Manipulation Via Hallucination
Keerthy Kusumam, Enrique Sanchez, Georgios Tzimiropoulos
![Responsive image](/icpr/media/video_thumbnails/11137.jpg)
Auto-TLDR; Unpaired Face Image Manipulation using Autoencoders
Abstract Slides Poster Similar
TinyVIRAT: Low-Resolution Video Action Recognition
Ugur Demir, Yogesh Rawat, Mubarak Shah
![Responsive image](/icpr/media/video_thumbnails/11767.jpg)
Auto-TLDR; TinyVIRAT: A Progressive Generative Approach for Action Recognition in Videos
Abstract Slides Poster Similar
Video Reconstruction by Spatio-Temporal Fusion of Blurred-Coded Image Pair
Anupama S, Prasan Shedligeri, Abhishek Pal, Kaushik Mitr
![Responsive image](/icpr/media/video_thumbnails/11838.jpg)
Auto-TLDR; Recovering Video from Motion-Blurred and Coded Exposure Images Using Deep Learning
Abstract Slides Poster Similar
Transformer Networks for Trajectory Forecasting
Francesco Giuliari, Hasan Irtiza, Marco Cristani, Fabio Galasso
![Responsive image](/icpr/media/video_thumbnails/12136.jpg)
Auto-TLDR; TransformerNetworks for Trajectory Prediction of People Interactions
Abstract Slides Poster Similar
AVAE: Adversarial Variational Auto Encoder
Antoine Plumerault, Hervé Le Borgne, Celine Hudelot
![Responsive image](/icpr/media/video_thumbnails/11928.jpg)
Auto-TLDR; Combining VAE and GAN for Realistic Image Generation
Abstract Slides Poster Similar
Occlusion-Tolerant and Personalized 3D Human Pose Estimation in RGB Images
![Responsive image](/icpr/media/video_thumbnails/12493.jpg)
Auto-TLDR; Real-Time 3D Human Pose Estimation in BVH using Inverse Kinematics Solver and Neural Networks
High Resolution Face Age Editing
Xu Yao, Gilles Puy, Alasdair Newson, Yann Gousseau, Pierre Hellier
![Responsive image](/icpr/media/video_thumbnails/11920.jpg)
Auto-TLDR; An Encoder-Decoder Architecture for Face Age editing on High Resolution Images
Abstract Slides Poster Similar
Controllable Face Aging
![Responsive image](/icpr/media/video_thumbnails/10948.jpg)
Auto-TLDR; A controllable face aging method via attribute disentanglement generative adversarial network
Abstract Slides Poster Similar
Exploring Severe Occlusion: Multi-Person 3D Pose Estimation with Gated Convolution
Renshu Gu, Gaoang Wang, Jenq-Neng Hwang
![Responsive image](/icpr/media/video_thumbnails/11875.jpg)
Auto-TLDR; 3D Human Pose Estimation for Multi-Human Videos with Occlusion
Modeling Long-Term Interactions to Enhance Action Recognition
Alejandro Cartas, Petia Radeva, Mariella Dimiccoli
![Responsive image](/icpr/media/video_thumbnails/12138.jpg)
Auto-TLDR; A Hierarchical Long Short-Term Memory Network for Action Recognition in Egocentric Videos
Abstract Slides Poster Similar
Flow-Guided Spatial Attention Tracking for Egocentric Activity Recognition
![Responsive image](/icpr/media/video_thumbnails/11376.jpg)
Auto-TLDR; flow-guided spatial attention tracking for egocentric activity recognition
Abstract Slides Poster Similar
Unsupervised Learning of Landmarks Based on Inter-Intra Subject Consistencies
Weijian Li, Haofu Liao, Shun Miao, Le Lu, Jiebo Luo
![Responsive image](/icpr/media/video_thumbnails/11348.jpg)
Auto-TLDR; Unsupervised Learning for Facial Landmark Discovery using Inter-subject Landmark consistencies
Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition
Mirco Planamente, Andrea Bottino, Barbara Caputo
![Responsive image](/icpr/media/video_thumbnails/11935.jpg)
Auto-TLDR; A Single Stream Architecture for Egocentric Action Recognition from the First-Person Point of View
Abstract Slides Poster Similar
Pose-Based Body Language Recognition for Emotion and Psychiatric Symptom Interpretation
Zhengyuan Yang, Amanda Kay, Yuncheng Li, Wendi Cross, Jiebo Luo
![Responsive image](/icpr/media/video_thumbnails/10866.jpg)
Auto-TLDR; Body Language Based Emotion Recognition for Psychiatric Symptoms Prediction
Abstract Slides Poster Similar
Enriching Video Captions with Contextual Text
Philipp Rimle, Pelin Dogan, Markus Gross
![Responsive image](/icpr/media/video_thumbnails/11526.jpg)
Auto-TLDR; Contextualized Video Captioning Using Contextual Text
Abstract Slides Poster Similar
A GAN-Based Blind Inpainting Method for Masonry Wall Images
Yahya Ibrahim, Balázs Nagy, Csaba Benedek
![Responsive image](/icpr/media/video_thumbnails/11234.jpg)
Auto-TLDR; An End-to-End Blind Inpainting Algorithm for Masonry Wall Images
Abstract Slides Poster Similar
Towards Practical Compressed Video Action Recognition: A Temporal Enhanced Multi-Stream Network
Bing Li, Longteng Kong, Dongming Zhang, Xiuguo Bao, Di Huang, Yunhong Wang
![Responsive image](/icpr/media/video_thumbnails/11305.jpg)
Auto-TLDR; TEMSN: Temporal Enhanced Multi-Stream Network for Compressed Video Action Recognition
Abstract Slides Poster Similar
Talking Face Generation Via Learning Semantic and Temporal Synchronous Landmarks
Aihua Zheng, Feixia Zhu, Hao Zhu, Mandi Luo, Ran He
![Responsive image](/icpr/media/video_thumbnails/11298.jpg)
Auto-TLDR; A semantic and temporal synchronous landmark learning method for talking face generation
Abstract Slides Poster Similar
5D Light Field Synthesis from a Monocular Video
Kyuho Bae, Andre Ivan, Hajime Nagahara, In Kyu Park
![Responsive image](/icpr/media/video_thumbnails/11738.jpg)
Auto-TLDR; Synthesis of Light Field Video from Monocular Video using Deep Learning