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Procedure-Aware Pre-Training for Instructional Video Understanding
Honglu Zhou, Roberto Martín-Martín, Mubbasir Kapadia, Silvio Savarese, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Vancouver, Canada. June 2023.
[arXiv] [Code]
ULIP: Learning Unified Representation of Language, Image and Point Cloud for 3D Understanding
Le Xue, Mingfei Gao, Chen Xing, Roberto Martín-Martín, Jiajun Wu, Caiming Xiong, Ran Xu, Juan Carlos Niebles, Silvio Savarese
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Vancouver, Canada. June 2023.
[arXiv] [Project] [Code]
Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations
Vibashan VS, Ning Yu, Chen Xing, Can Qin, Mingfei Gao, Juan Carlos Niebles, Vishal M. Patel, Ran Xu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Vancouver, Canada. June 2023.
[arXiv] [Project]
PreViTS: Contrastive Pretraining with Video Tracking Supervision
Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Hawaii, USA. January 2023.
[arXiv] [Preprint]
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing
Zelun Luo, Zane Durante, Linden Li, Wanze Xie, Ruochen Liu, Emily Jin, Zhuoyi Huang, Lun Yu Li, Jiajun Wu, Juan Carlos Niebles, Ehsan Adeli, Li Fei-Fei
Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track
New Orleans, USA. December 2022.
[Preprint] [Project] [Code]
Oral
PrivHAR: Recognizing Human Actions From Privacy-preserving Lens
Carlos Hinojosa, Miguel Marquez, Henry Arguello, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles
European Conference on Computer Vision (ECCV)
Tel-Aviv, Israel. October 2022.
[arXiv]
Open Vocabulary Object Detection with Pseudo Bounding-Box Labels
Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong
European Conference on Computer Vision (ECCV)
Tel-Aviv, Israel. October 2022.
[arXiv] [Project] [Code]
Oral
Revisiting the 'Video' in Video-Language Understanding
Shyamal Buch, Cristobal Eyzaguirre, Adrien Gaidon, Jiajun Wu, Li Fei-Fei, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
New Orleans, USA. June 2022.
[arXiv] [Supplementary] [Project] [Poster] [Talk]
Align and Prompt: Video-and-Language Pre-training with Entity Prompts
Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven CH Hoi
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
New Orleans, USA. June 2022.
[arXiv] [Code]
MOMA: Multi-Object Multi-Actor Activity Parsing
Zelun Luo, Wanze Xie, Siddharth Kapoor, Yiyun Liang, Michael Cooper, Juan Carlos Niebles, Ehsan Adeli, Fei-Fei Li
Advances in Neural Information Processing Systems (NeurIPS)
Online. December 2021.
[Supplementary] [Project]
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification
Andrés Villa, Juan-Manuel Perez-Rua, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto
British Machine Vision Conference (BMVC)
Online. November 2021.
[arXiv] [Supplementary] [Talk]
Oral
Learning Privacy-preserving Optics for Human Pose Estimation
Carlos Hinojosa, Juan Carlos Niebles, Henry Arguello
IEEE/CVF International Conference on Computer Vision (ICCV)
Online. October 2021.
[Preprint] [Supplementary] [Project] [Slides] [Poster] [Talk]
Detecting Human-Object Relationships in Videos
Jingwei Ji, Rishi Desai, Juan Carlos Niebles
IEEE/CVF International Conference on Computer Vision (ICCV)
Online. October 2021.
[Preprint] [Supplementary] [Slides]
TRiPOD: Human Trajectory and Pose Dynamics Forecasting in the Wild
Vida Adeli, Mahsa Ehsanpour, Ian Reid, Juan Carlos Niebles, Silvio Savarese, Ehsan Adeli, Hamid Rezatofighi
IEEE/CVF International Conference on Computer Vision (ICCV)
Online. October 2021.
[arXiv] [Preprint]
Quantifying Parkinson’s Disease Motor Severity Under Uncertainty Using MDS-UPDRS Videos
Mandy Lu, Qingyu Zhao, Kathleen L Poston, Edith V Sullivan, Adolf Pfefferbaum, Marian Shahid, Maya Katz, Leila Montaser Kouhsari, Kevin Schulman, Arnold Milstein, Juan Carlos Niebles, Victor W Henderson, Li Fei-Fei, Kilian M Pohl, Ehsan Adeli
Medical Image Analysis
October 2021.
[Preprint] [Code]
Home Action Genome: Cooperative Compositional Action Understanding
Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Online. June 2021.
[arXiv]
Metadata Normalization
Mandy Lu, Qinyu Zhao, Jiequan Zhang, Kilian Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Online. June 2021.
[arXiv] [Project] [Code]
Representation Learning with Statistical Independence to Mitigate Bias
Ehsan Adeli, Qinyu Zhao, Adolf Pfefferbaum, Edith Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian Pohl
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Online. January 2021.
[arXiv]
Socially and Contextually Aware Human Motion and Pose Forecasting
Vida Adeli, Ehsan Adeli, Ian Reid, Juan Carlos Niebles, Hamid Rezatofighi
IEEE Robotics and Automation Letters (RA-L)
October 2020.
[arXiv]
Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson’s Disease Motor Severity
Mandy Lu, Kathleen Poston, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Kilian M. Pohl, Juan Carlos Niebles, Ehsan Adeli
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
Online. October 2020.
[arXiv] [Video] [Code]
Explaining VQA predictions using visual grounding and a knowledge base
Felipe Riquelme, Alfredo De Goyeneche, Yundong Zhang, Juan Carlos Niebles, Alvaro Soto
Image and Vision Computing (IVC)
September 2020.
RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition
Linxi Fan*, Shyamal Buch*, Guanhzi Wang, Ryan Cao, Yuke Zhu, Juan Carlos Niebles, Li Fei-Fei
European Conference on Computer Vision (ECCV)
Online. August 2020.
[Preprint] [Supplementary] [Project] [Video] [Code]
Procedure Planning in Instructional Videos
Chien-Yi Chang, De-An Huang, Danfei Xu, Ehsan Adeli, Li Fei-Fei, Juan Carlos Niebles
European Conference on Computer Vision (ECCV)
Online. August 2020.
[arXiv]
Segmenting the Future
Hsu-kuang Chiu, Ehsan Adeli, Juan Carlos Niebles
IEEE Robotics and Automation Letters (RA-L)
July 2020.
[arXiv]
Action Genome: Actions as Compositions of Spatio-temporal Scene Graphs
Jingwei Ji, Ranjay Krishna, Li Fei-Fei, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Seattle, Washington, USA. June 2020.
[arXiv] [Project] [Video] [Code] [Data] [Slides]
Spatio-Temporal Graph for Video Captioning with Knowledge Distillation
Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Seattle, Washington, USA. June 2020.
[arXiv] [Video] [Code] [Slides] [Poster]
Few-Shot Video Classification via Temporal Alignment
Kaidi Cao, Jingwei Ji, Zhangjie Cao, Chien-Yi Chang, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Seattle, Washington, USA. June 2020.
[arXiv] [Video] [Data] [Slides]
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction
Bingbin Liu, Ehsan Adeli, Zhangjie Cao, Kuan-Hui Lee, Abhijeet Shenoi, Adrien Gaidon, Juan Carlos Niebles
IEEE Robotics and Automation Letters (RA-L) and IEEE International Conference on Robotics and Automation (ICRA)
Paris, France. May 2020.
[arXiv] [Project] [Video] [Code] [Data]
Motion Reasoning for Goal-Based Imitation Learning
De-An Huang, Yu-Wei Chao, Chris Paxton, Xinke Deng, Li Fei-Fei, Juan Carlos Niebles, Animesh Garg, Dieter Fox
IEEE International Conference on Robotics and Automation (ICRA)
Paris, France. May 2020.
[arXiv] [Video]
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision
Karttikeya Mangalam, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles
IEEE Winter Conference on Applications of Computer Vision (WACV)
Colorado, USA. March 2020.
[arXiv] [Project] [Video] [Poster] [Talk]
Oral
Adversarial Cross-Domain Action Recognition with Co-Attention
Boxiao Pan, Zhangjie Cao, Ehsan Adeli, Juan Carlos Niebles
AAAI Conference on Artificial Intelligence (AAAI)
New York. February 2020.
[arXiv] [Slides] [Poster]
Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning
De-An Huang, Danfei Xu, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei, and Juan Carlos Niebles
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Macau, China. November 2019.
[arXiv] [Video] [Slides]
Learning Temporal Action Proposals with Fewer Labels
Jingwei Ji, Kaidi Cao and Juan Carlos Niebles
IEEE/CVF International Conference on Computer Vision (ICCV)
Seoul, South Korea. October 2019.
[arXiv] [Poster]
Imitation Learning for Human Pose Prediction
Borui Wang, Ehsan Adeli, Hsu-kuang Chiu, De-An Huang and Juan Carlos Niebles
IEEE/CVF International Conference on Computer Vision (ICCV)
Seoul, South Korea. October 2019.
[arXiv] [Poster]
Oral
Neural Task Graphs: Generalizing to Unseen Tasks from a Single Video Demonstration
De-An Huang, Suraj Nair, Danfei Xu, Yuke Zhu, Animesh Garg, Li Fei-Fei, Silvio Savarese, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Long Beach, California, USA. June 2019.
[arXiv] [Project] [Video] [Slides] [Poster]
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation
Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Long Beach, California, USA. June 2019.
[arXiv] [Project] [Video] [Slides] [Poster]
Peeking into the Future: Predicting Future Person Activities and Locations in Videos
Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander Hauptmann, Li Fei-Fei
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Long Beach, California, USA. June 2019.
[arXiv] [Project] [Video] [Code]
Action-Agnostic Human Pose Forecasting
Hsu-Kuang Chiu, Ehsan Adeli, Borui Wang, De-An Huang, Juan Carlos Niebles
IEEE Winter Conference on Applications of Computer Vision (WACV)
Hawaii, USA. January 2019.
[arXiv] [Video] [Code] [Poster]
Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining
Yundong Zhang, Juan Carlos Niebles, Alvaro Soto
IEEE Winter Conference on Applications of Computer Vision (WACV)
Hawaii, USA. January 2019.
[arXiv] [Slides] [Poster]
Learning to Decompose and Disentangle Representations for Video Prediction
Jun-Ting Hsieh, Bingbin Liu, De-An Huang, Li Fei-Fei, Juan Carlos Niebles
Conference on Neural Information Processing Systems (NeurIPS)
Montreal, Canada. December 2018.
[arXiv] [Video] [Code] [Poster]
Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation
Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez, Kevin Chen, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese
Conference on Empirical Methods in Natural Language Processing (EMNLP)
Brussels, Belgium. November 2018.
[arXiv] [Preprint] [Project] [Code] [Data]
Oral
End-to-End Joint Semantic Segmentation of Actors and Actions in Video
Jingwei Ji, Shyamal Buch, Alvaro Soto, Juan Carlos Niebles
European Conference on Computer Vision (ECCV)
Munich, Germany. September 2018.
[Preprint] [Video] [Code] [Slides] [Poster] [Talk]
Temporal Modular Networks for Retrieving Complex Compositional Activities in Video
Bingbin Liu, Serena Yeung, Edward Chou, De-An Huang, Li Fei-Fei, Juan Carlos Niebles
European Conference on Computer Vision (ECCV)
Munich, Germany. September 2018.
[Preprint] [Project] [Video] [Poster]
Graph Distillation for Action Detection with Privileged Modalities
Zelun Luo, Lu Jiang, Jun-Ting Hsieh, Juan Carlos Niebles, Li Fei-Fei
European Conference on Computer Vision (ECCV)
Munich, Germany. September 2018.
[arXiv] [Project] [Poster]
Liquid Pouring Monitoring via Rich Sensory Inputs
Tz-Ying Wu, Juan-Ting Lin, Tsun-Hsuang Wang, Chan-Wei Hu, Juan Carlos Niebles, Min Sun
European Conference on Computer Vision (ECCV)
Munich, Germany. September 2018.
[arXiv] [Project] [Video] [Poster]
Oral
Finding 'It': Weakly-Supervised Reference-Aware Visual Grounding in Instructional Video
De-An Huang*, Shyamal Buch*, Lucio Dery, Animesh Garg, Li Fei-Fei, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Salt Lake City, Utah, USA. June 2018.
[Preprint] [Project] [Poster] [Talk]
Spotlight
What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets
De-An Huang, Vignesh Ramanathan, Dhruv Mahajan, Lorenzo Torresani, Manohar Paluri, Li Fei-Fei, Juan Carlos Niebles
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Salt Lake City, Utah, USA. June 2018.
[Preprint] [Slides] [Poster] [Talk]
A Deep Learning Based Behavioral Approach to Indoor Autonomous Navigation
Gabriel Sepúlveda, Juan Carlos Niebles, Alvaro Soto
IEEE International Conference on Robotics and Automation (ICRA)
Brisbane, Australia. May 2018.
[arXiv] [Poster]
Behavioral Indoor Navigation With Natural Language Directions
Xiaoxue Zang, Marynel Vázquez, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese
ACM/IEEE International Conference on Human Robot Interaction - Late Breaking Reports (HRI LBR)
Chicago, Illinois, USA. March 2018.
[Poster]
Spotlight
Visual Forecasting by Imitating Dynamics in Natural Sequences
Kuo-Hao Zeng, William B. Shen, De-An Huang, Min Sun, Juan Carlos Niebles
IEEE International Conference on Computer Vision (ICCV)
Venice, Italy. October 2017.
[arXiv] [Preprint] [Poster] [Talk]
Dense-Captioning Events in Videos
Ranjay Krishna, Kenji Hata, Frederic Ren, Li Fei-Fei, Juan Carlos Niebles
IEEE International Conference on Computer Vision (ICCV)
Venice, Italy. October 2017.
[arXiv] [Project] [Video] [Code] [Data]
Oral
End-to-End, Single-Stream Temporal Action Detection in Untrimmed Videos
Shyamal Buch, Victor Escorcia, Bernard Ghanem, Li Fei-Fei, Juan Carlos Niebles
British Machine Vision Conference (BMVC)
London, UK. September 2017.
[Preprint] [Code] [Poster] [Talk]
SST: Single-Stream Temporal Action Proposals
Shyamal Buch, Victor Escorcia, Chuanqi Shen, Bernard Ghanem, Juan Carlos Niebles
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Honolulu, Hawaii, USA. June 2017.
[Preprint] [Code] [Poster]
Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos
De-An Huang, Joseph Lim, Li Fei-Fei, Juan Carlos Niebles
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Honolulu, Hawaii, USA. June 2017.
[arXiv] [Project] [Poster]
Spotlight
Agent-centric Risk Assessment: Accident Anticipation and Risky Region Localization
Kuo-Hao Zeng, Shih-Han Chou, Fu-Hsiang Chan, Juan Carlos Niebles, Min Sun
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Honolulu, Hawaii, USA. June 2017.
[arXiv] [Project] [Video] [Data] [Poster]
Sparse composition of body poses and atomic actions for human activity recognition in RGB-D videos
Ivan Lillo, Juan Carlos Niebles and Alvaro Soto
Image and Vision Computing
March 2017.
[Data]
Leveraging Video Descriptions to Learn Video Question Answering
Kuo-Hao Zeng, Tseng-Hung Chen, Ching-Yao Chuang, Yuan-Hong Liao, Juan Carlos Niebles and Min Sun
AAAI Conference on Artificial Intelligence (AAAI)
San Francisco, USA. February 2017.
[arXiv] [Project] [Data]
Connectionist Temporal Modeling for Weakly Supervised Action Labeling
De-An Huang, Li Fei-Fei, Juan Carlos Niebles
European Conference on Computer Vision (ECCV)
Amsterdam, Netherlands. October 2016.
[arXiv] [Video] [Code]
DAPs: Deep Action Proposals for Action Understanding
Victor Escorcia, Fabian Caba Heilbron, Juan Carlos Niebles, Bernard Ghanem
European Conference on Computer Vision (ECCV)
Amsterdam, Netherlands. October 2016.
[Project] [Video] [Code]
Title Generation for User Generated Videos
Kuo-Hao Zeng, Tseng-Hung Chen, Juan Carlos Niebles, Min Sun
European Conference on Computer Vision (ECCV)
Amsterdam, Netherlands. October 2016.
[arXiv] [Project] [Video] [Data]
Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos
Fabian Caba Heilbron, Juan Carlos Niebles and Bernard Ghanem
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Las Vegas, USA. June 2016.
[Project] [Code]
A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets
Ivan Lillo, Juan Carlos Niebles and Alvaro Soto
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Las Vegas, USA. June 2016.
[arXiv] [Data]
ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding
Fabian Caba, Victor Escorcia, Bernard Ghanem, Juan Carlos Niebles
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Boston, USA. June 2015.
[Project] [Code] [Data]
On the Relationship between Visual Attributes and Convolutional Networks
Victor Escorcia, Juan Carlos Niebles, Bernard Ghanem
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Boston, USA. June 2015.
[Video]
Robust Manhattan Frame Estimation from a Single RGB-D Image
Bernard Ghanem, Ali Thabet, Juan Carlos Niebles, Fabian Caba
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Boston, USA. June 2015.
[Project] [Code] [Data]
Camera Motion and Surrounding Scene Appearance as Context for Action Recognition
Fabian Caba Heilbron, Ali Thabet, Juan Carlos Niebles, Bernard Ghanem
Asian Conference on Computer Vision (ACCV)
Singapore. November 2014.
[Project]
Vision-based workface assessment using depth images for activity analysis of interior construction operations
Ardalan Khosrowpour, Juan Carlos Niebles and Mani Golparvar-Fard
Automation in Construction
December 2014.
Discriminative Hierarchical Modeling of Spatio-Temporally Composable Human Activities
Ivan Lillo, Alvaro Soto, Juan Carlos Niebles
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Colombus, USA. June 2014.
[Project] [Video] [Data]
Automated Worker Activity Analysis in Indoor Environments for Direct-Work Rate Improvement from long sequences of RGB-D Images
Ardalan Khosrowpour, Igor Fedorov, Aleksander Holynski, Juan Carlos Niebles and Mani Golparvar-Fard
Construction Research Congress
Atlanta, USA. May 2014.
Collecting and Annotating Human Activities in Web Videos
Fabian Caba Heilbron and Juan Carlos Niebles
ACM International Conference on Multimedia Retrieval (ICMR)
Glasgow, UK. April 2014.
[Code]
Spatio-Temporal Human-Object Interactions for Action Recognition in Videos
Victor Escorcia and Juan Carlos Niebles
IEEE International Conference on Computer Vision Workshops (ICCVW)
Sydney, Australia. December 2013.
[Project] [Video]
Vision-based action recognition of earthmoving equipment using spatio-temporal features and support vector machine classifiers
Mani Golparvar-Fard, Arsalan Heydarian and Juan Carlos Niebles
Advanced Engineering Informatics
October 2013.
Automated 2D detection of construction equipment and workers from site video streams using histograms of oriented gradients and colors
Milad Memarzadeh, Mani Golparvar-Fard and Juan Carlos Niebles
Automation in Construction
July 2013.
Automated Vision-based Recognition of Construction Worker Actions for Building Interior Construction Operations Using RGBD Cameras
Victor Escorcia, Maria A. Dávila, Mani Golparvar-Fard, Juan Carlos Niebles
Construction Research Congress
West Lafayette, Indiana, USA. May 2012.
Automated visual recognition of construction equipment actions using spatio-temporal features and multiple binary support vector machines
Arsalan Heydarian, Mani Golparvar-Fard, Juan Carlos Niebles
Construction Research Congress
West Lafayette, Indiana, USA. May 2012.
Real-time and automated recognition and 2D tracking of Construction workers and equipment from Site video streams
Milad Memarzadeh, Arsalan Heydarian, Mani Golparvar-Fard, Juan Carlos Niebles
ASCE International Conference on Computing in Civil Engineering
Clearwater Beach, Florida, USA. June 2012.
Oral
Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification
Juan Carlos Niebles, Chih-Wei Chen and Li Fei-Fei.
European Conference on Computer Vision (ECCV)
Hersonissos, Crete, Greece. September 2010.
[Data] [Slides]
Efficient Extraction of Human Motion Volumes by Tracking
Juan Carlos Niebles, Bohyung Han and Li Fei-Fei
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
San Francisco, USA. June 2010.
Mining Discriminative Adjectives and Prepositions for Natural Scene Recognition
Bangpeng Yao, Juan Carlos Niebles and Li Fei-Fei
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Miami, USA. June 2009.
Extracting Moving People from Internet Videos
Juan Carlos Niebles, Bohyung Han, Andras Ferencz and Li Fei-Fei
European Conference on Computer Vision (ECCV)
Marseilles, France. 2008.
[Project] [Poster]
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words
Juan Carlos Niebles, Hongcheng Wang and Li Fei-Fei
International Journal of Computer Vision
September 2008.
[Project]
Spatial-Temporal Correlatons for Unsupervised Action Classification
Silvio Savarese, Andrey Del Pozo, Juan Carlos Niebles and Li Fei-Fei
IEEE Workshop on Motion and Video Computing
Copper Mountain, Colorado, USA. January 2008.
OPTIMOL: a framework for Online Picture collecTion via Incremental MOdel Learning
Li-Jia Li, Juan Carlos Niebles and Li Fei-Fei
Association for the Advancement of Artificial Intelligence (AAAI) 2007 Robot Competition and Exhibition
Vancouver, Canada. July 2007.
[Project]
A Hierarchical Model of Shape and Appearance for Human Action Classification
Juan Carlos Niebles and Li Fei-Fei
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Minneapolis, USA. June 2007.
Oral
Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words
Juan Carlos Niebles, Hongcheng Wang and Li Fei-Fei
British Machine Vision Conference (BMVC)
Edinburgh, UK. September 2006.
[Video] [Poster]
Signal Processing Unit for River Tugboat Telemetry System
Humberto Campanella P., Mauricio Pardo G., Victor Manotas A., Javier Páez, Juan Carlos Niebles and David Angulo
Conference on Design of Circuits and Integrated Systems (DCIS)
Bordeaux, France. November 2004.
Dispositivos automatas para navegacion, deteccion y recoleccion de pelotas de tenis en ambientes conocidos
Carlos Cubas, Marcos Consuegra, Royman Lopez, Alexis Sierra, Jorge Leon, Fernando Mendez, Carlos Ochoa, Fabian Panesso, Edgar Sotter, Fabian Manotas, Victor Manotas, Juan Carlos Niebles, Mauricio Pardo y Eric Vallejo.
Revista Ingenieria y Desarrollo
2001.