OCTYPE html> ivgWeb

Welcome to the i-VisionGroup

The Intelligent Vision Group (IVG) is affiliated with the Department of Automation, Tsinghua University. Our research areas include computer vision (visual object detection, tracking, and recognition, and scene understanding), pattern recognition (fingerprint recognition, palmprint recognition, face recognition, and gait recognition), and machine learning (deep learning, metric learning, hashing learning, reinforcement learning, and manifold learning).

News

  • 26-Mar-2023: 3 papers on visual foundation model and 3D scene reconstruction are accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 2-Mar-2023: 8 papers on deep metric learning, image and video synthesis, and 3D scene understanding is accepted by CVPR 2023.
  • 2-Jan-2023: 1 paper on deep metric learning is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 10-Dec-2022: 1 paper on visual transformer quantization is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 28-Oct-2022: 1 paper on robotic packing is accepted by the IEEE Robotics and Automation Letters.
  • 15-Sep-2022: 3 papers on visual foundation model on are accepted by NeurIPS 2022.
  • 10-Sep-2022: 1 papers on multi-camera depth estimation is accepted by CoRL 2022.
  • 2-Sep-2022: 2 papers on video reasoning and 3D point cloud analysis video thesis on are accepted by the IEEE Trans. on Image Processing.
  • 4-Jul-2022: 8 papers on deep metric learning, foundation model, point cloud analysis, video thesis on are by ECCV 2022.
  • 1-Jul-2022: 1 paper on 3D segmentation is accepted by the IEEE Trans. on Image Processing.
  • 22-Jun-2022: 1 paper on human age estimation is accepted by the IEEE Trans. on Image Processing.
  • 15-May-2022: 1 paper on image super-resolution is accepted by the IEEE Trans. on Image Processing.
  • 28-Apr-2022: 1 paper on video saliency forecasting is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 26-Apr-2022: 1 paper on image inpainting is accepted by the IEEE Trans. on Multimedia.
  • 20-Apr-2022: 1 paper on million-scale face recognition is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 30-Mar-2022: 1 paper on unintentional action localization is accepted by the IEEE Trans. on Image Processing.
  • 24-Mar-2022: 1 paper on video summarization is accepted by the IEEE Trans. on Image Processing.
  • 21-Mar-2022: 1 paper on unsupervised binary representation learning is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 18-Mar-2022: 1 paper on unintentional action localization is accepted by the IEEE Trans. on Image Processing.
  • 13-Mar-2022: 1 paper on point cloud representation learning is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 3-Mar-2022: 11 papers on human action analysis, explainable metric learning, vision models, 3D object detection, and 3D object segmentation are accepted by CVPR 2022, including two oral papers.
  • 27-Feb-2022: 1 paper on human action prediction is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 14-Feb-2022: 1 paper on fingerprint recognition is accepted by the IEEE Trans. on Information Forensics and Security.
  • 10-Feb-2022: 1 paper on instructional video analysis is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 29-Sep-2021: 2 papers on dynamic vision transformers and global filter networks are accepted by NeurIPS 2021.
  • 16-Sep-2021: 1 paper on image super-resolution is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 23-Jul-2021: 13 papers on deep metric learning, point cloud analysis, object recognition, human gait recognition, human trajectory prediction, and deep network compression are accepted by ICCV 2021, including two oral papers.
  • 1-Jul-2021: 1 paper on 3D semantic segmentation is accepted by IROS 2021.
  • 24-Jun-2021: 1 on action recognition is accepted by the ACM Transactions on Multimedia Computing Communications and Applications.
  • 15-Jun-2021: 1 paper on scalable video search is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 8-May-2021: 1 paper on face alignment is accepted by the IEEE Trans. on Image Processing.
  • 27-Apr-2021: 1 paper on facial kinship verification is accepted by the IEEE Trans. on Image Processing.
  • 3-Mar-2021: 9 papers on face recognition, deep metric learning, scalable video search, 3D object detection, and 3D object tracking are accepted by CVPR 2021.
  • 6-Feb-2021: 1 paper on video object segmentation is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 6-Jan-2021: 1 paper on deep network compression is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 19-Nov-2020: 1 paper on video summarization is accepted by the IEEE Trans. on Image Processing.
  • 29-Oct-2020: 1 paper on image hashing is accepted by the IEEE Trans. on Image Processing.
  • 31-Oct-2020: 3 papers on fingerprint recognition are accepted by the IEEE Trans. on Information Forensics and Security.
  • 15-Oct-2020: 1 paper on image hashing is accepted by the IEEE Trans. on Multimedia.
  • 3-Jul-2020: 9 papers on social relation prediction, person re-identification, scalable image search, 3D object detection, room layout estimation, and deep network compression are accepted by ECCV 2020.
  • 12-May-2020: 1 paper on video-based person re-identification is accepted by the IEEE Trans. on Image Processing.
  • 13-Apr-2020: 1 paper on deep network compression is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 13-Mar-2020: 6 papers on action quality analysis, point cloud recognition, object detection, image super-resolution, and deep metric learning are accepted by CVPR 2020, including one oral paper.
  • 9-Mar-2020: 1 paper on deep metric learning is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 7-Mar-2020: 1 paper on instructional video analysis is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 17-Feb-2020: 1 paper on human action prediction is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 3-Feb-2020: 1 paper on human activity recognition is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 9-Jan-2020: 1 paper on pedestrian detection is accepted by the IEEE Trans. on Image Processing.
  • 16-Dec-2019: 1 paper on face hallucination is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 16-Oct-2019: 1 paper on deep metric learning is accepted by the IEEE Trans. on Image Processing.
  • 3-Oct-2019: 1 paper on scalable video search is accepted by the IEEE Trans. on Multimedia.
  • 22-Sep-2019: Our group will give a tutorial on Deep Metric Learning for Image and Video Understanding at IEEE ICIP 2019.
  • 15-Aug-2019: 1 paper on face recognition is accepted by the IEEE Trans. on Biometrics, Behavior, and Identity Science.
  • 23-Jul-2019: 4 papers on person re-identification, scalable image search and point cloud recognition are accepted by IEEE ICCV 2019.
  • 5-May-2019: 1 paper on RGB-D object recognition and person re-identification is accepted by the IEEE Trans. on Image Processing.
  • 1-May-2019: 1 paper on subspace clustering is accepted by the Pattern Recognition journal.
  • 30-Apr-2019: 1 paper on group activity recognition is accepted by the IEEE Trans. on Image Processing.
  • 23-Mar-2019: 1 paper on person re-identification is accepted by the IEEE Trans. on Image Processing.
  • 3-Mar-2019: 11 papers on 3D vision and face/action recognition are accepted by IEEE CVPR 2019, including one oral paper.
  • 4-Feb-2019: Our group will give a tutorial on Deep Reinforcement Learning for Computer Vision at IEEE CVPR 2019.
  • 1-Feb-2019: Our group will organize The Third International Workshop on Human Identification in Multimedia at IEEE ICME 2019.
  • 2-Dec-2018: 1 paper on face alignment is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 21-Nov-2018: 1 paper on pedestrian detection is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 20-Nov-2018: 1 paper on scalable image search is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 14-Nov-2018: 1 paper on video-based face/person recognition is accepted by the International Journal of Computer Vision.
  • 23-Oct-2018: 1 paper on deep network compression is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 7-Oct-2018: 1 paper on RGB-D action recognition is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 18-Sep-2018: Prof. Zihan Zhou from PSU was invited to deliver a talk on 3D computer vision in our group.
  • 23-Aug-2018: Prof. Vishal M. Patel from JHU was invited to deliver a talk on crowd analytics in our group.
  • 17-Jul-2018: 1 paper on deep binary descriptor learning is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 3-Jul-2018: 7 papers on deep reinforcement learning and deep metric learning are accepted by ECCV 2018, including one oral paper.
  • 1-Jul-2018: 1 paper on group activity recognition is accepted by ACM MM 2018 for oral presentation.
  • 29-Jun-2018: 1 paper on visual object tracking is accepted by IROS 2018.
  • 26-May-2018: 2 papers on medical image segmentation and search are accepted by MICCAI 2018.
  • 17-May-2018: 1 paper on deformable fingerprint recognition is accepted by the IEEE Trans. on Information Forensics and Security.
  • 30-Apr-2018: 1 paper on unsupervised binary descriptor learning is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 23-Apr-2018: Prof. Andreas Geiger from the University of Tübingen was invited to deliver a talk on 3D reconstruction in our group.
  • 19-Feb-2018: 5 papers on deep metric learning and deep reinforcement learning are accepted by IEEE CVPR 2018, including two spotlights.
  • 3-Feb-2018: 1 paper on large-scale image search is accepted by the Pattern Recognition journal.
  • 2-Feb-2018: 1 paper on partial face recognition is accepted by the IEEE Trans. on Information Forensics and Security.
  • 9-Dec-2017: 1 paper on facial age estimation is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 10-Sep-2017: 1 paper on facial age estimation is accepted by the IEEE Trans. on Information Forensics and Security.
  • 6-Sep-2017: 1 paper on fingerprint recognition is accepted by the IEEE Trans. on Information Forensics and Security.
  • 5-Sep-2017: 1 paper on deep network compression is accepted by NIPS 2017.
  • 5-Aug-2017: 1 paper on feature learning for face recognition is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 28-Jul-2017: 1 paper on video-based face alignment is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 17-Jul-2017: 3 papers on deep learning for video face recognition and cross-modal multimedia search are accepted by IEEE ICCV 2017.
  • 2-Jul-2017: 1 paper on RGB-D multi-modal person re-identification is accepted by the Pattern Recognition journal.
  • 15-Jun-2017: 1 paper on deep metric learning is accepted by the IEEE Trans. on Image Processing.
  • 6-Jun-2017: 1 paper on video face recognition is accepted by the IEEE Trans. on Image Processing.
  • 28-May-2017: 1 paper on deep metric learning is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 26-May-2017: 1 paper on feature learning for face recognition is accepted by the IEEE Trans. on Pattern Analysis and Machine Intelligence.
  • 25-May-2017: Our group organizes (The Second Workshop on Human Identification in Multimedia Workshop) at IEEE ICME 2017.
  • 16-May-2017: Mr. Zhixiang Chen is awarded for the National Postdoctoral Program for Innovative Talents.
  • 11-May-2017: 1 paper on local binary descriptor learning is accepted by the IEEE Trans. on Image Processing.
  • 11-May-2017: 1 paper on large-scale image search is accepted by the IEEE Trans. on Multimedia.
  • 2-May-2017: 4 papers on action recognition, image clustering, person re-identification and fingerprint recognition are accepted by IEEE ICIP 2017.
  • 15-Apr-2017: Dr. Jingdong Wang from MSRA was invited to deliver a talk on deep network design in our group.
  • 11-Apr-2017: Dr. Wanli Ouyang from CUHK was invited to deliver a talk on deep learning in our group.
  • 10-Mar-2017: 2 papers on person re-identification in a camera network and binary feature learning are accepted by IEEE CVPR 2017.
  • 10-Mar-2017: 2 papers on large-scale image search and partial face recognition are accepted by IEEE ICME 2017.
  • 1-Mar-2017: 1 paper on large-scale image search is accepted by the IEEE Trans. on Image Processing.
  • 22-Feb-2017: 1 paper on large-scale image search is accepted by the Pattern Recognition journal.
  • 11-Feb-2017: 1 paper on large-scale video search is accepted by the IEEE Trans. on Circuits and Systems for Video Technology.
  • 24-Jan-2017: 1 paper on facial age estimation is accepted by the IEEE FG 2017.
  • 18-Jan-2017: 1 paper on face alignment in the wild is accepted by the IEEE Trans. on Image Processing.
  • 26-Dec-2016: Prof. Xiaoming Liu from MSU was invited to deliver a talk on face analysis in our group.
  • 20-Oct-2016: 1 paper on facial age estimation is accepted by the Pattern Recognition journal.
  • 17-Oct-2016: 1 paper on large-scale image search is accepted by the IEEE Trans. on Multimedia.
  • 20-Sep-2016: 1 paper on fingerprint registration is accepted by the Pattern Recognition journal.
  • 5-Jan-2016: Dr. Kaiming He and Dr. Jifeng Dai from MSRA were invited to deliver talks on deep learning in our group.

    • <