2017

Facial landmark detection with tweaked convolutional neural networks

Yue Wu, Tal Hassner, KangGeon Kim, Gérard Medioni, Prem Natarajan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017 | Paper

Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN

Jiyang Gao, Zhen Li, Ram Nevatia
arXiv, 2017 | Paper

Extreme 3D Face Reconstruction: Looking Past Occlusions

Anh Tuan Tran, Tal Hassner, Iacopo Masi, Eran Paz, Yuval Nirkin, Gérard Medioni
arXiv, 2017 | Paper

FacePoseNet: Making a case for landmark-free face alignment

Feng-Ju Chang, Anh Tuan Tran, Tal Hassner, Iacopo Masi, Ram Nevatia, Gérard Medioni
IEEE International Conference on Computer Vision Workshop (ICCVW), 2017 | Paper

Query-guided regression network with context policy for phrase grounding

Kan Chen, Rama Kovvuri, Ram Nevatia
IEEE International Conference on Computer Vision (ICCV), 2017 [Spotlight]Paper

TALL: Temporal Activity Localization via Language Query

Jiyang Gao, Chen Sun, Zhenheng Yang, Ram Nevatia
IEEE International Conference on Computer Vision (ICCV), 2017 [Spotlight] | Paper

Turn Tap: Temporal Unit Regression Network for Temporal Action Proposals

Jiyang Gao, Zhenheng Yang, Chen Sun, Kan Chen, Ram Nevatia
IEEE International Conference on Computer Vision (ICCV), 2017 | Paper

Spatio-Temporal Action Detection with Cascade Proposal and Location Anticipation

Zhenheng Yang, Jiyang Gao, Ram Nevatia
British Machine Vision Conference (BMVC), 2017 [Oral] | Paper

RED: Reinforced Encoder-Decoder Networks for Action Anticipation

Jiyang Gao, Zhenheng Yang, Ram Nevatia
British Machine Vision Conference (BMVC), 2017 [Oral] | Paper

Cascaded Boundary Regression for Temporal Action Detection

Jiyang Gao, Zhenheng Yang, Ram Nevatia
British Machine Vision Conference (BMVC), 2017 | Paper

Accurate 3D face reconstruction via prior constrained structure from motion

Matthias Hernandez, Tal Hassner, Jongmoo Choi, Gérard Medioni
Computers & Graphics, 2017 | Paper

Local-Global Landmark Confidences for Face Recognition

KangGeon Kim, Feng-Ju Chang, Jongmoo Choi, Louis-Philippe Morency, Ramakant Nevatia, Gérard Medioni
The IEEE Conference on Automatic Face and Gesture Recognition(FG), 2017 | Paper

Rapid synthesis of massive face sets for improved face recognition

Iacopo Masi, Tal Hassner, Anh Tuân Tran, Gérard Medioni
The IEEE Conference on Automatic Face and Gesture Recognition(FG), 2017 | Paper

Regressing robust and discriminative 3D morphable models with a very deep neural network

Anh Tuan Tran, Tal Hassner, Iacopo Masi, Gérard Medioni
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 | Paper

AMC: Attention guided multi-modal correlation learning for image search

Kan Chen, Trung Bui, Chen Fang, Zhaowen Wang, Ram Nevatia
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 | Paper

Regressing Robust and Discriminative 3D Morphable Models With a Very Deep Neural Network

Anh Tuan Tran, Tal Hassner, Iacopo Masi, Gérard Medioni
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 | Paper

 

On Face Segmentation, Face Swapping, and Face Perception

Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gérard Medioni
arXiv, 2017| Paper

 

Deep 3D Face Identification

Donghyun Kim, Matthias Hernandez, Jongmoo Choi, Gérard Medioni
arXiv, 2017| Paper

 

DECK: Discovering Event Composition Knowledge from Web Images for Zero-Shot Event Detection and Recounting in Videos

Chuang Gan, Chen Sun, Ram Nevatia
AAAI Conference on Artificial Intelligence (AAAI), 2017 | Paper

 

Exploring Local Context for Multi-target Tracking in Wide Area Aerial Surveillance

Bor-Jeng Chen, Gérard Medioni
IEEE Winter Conference on Applications of Computer Vision (WACV), 2017 | Paper

 

Learning the Geometric Structure of Manifolds with Singularities using the Tensor Voting Graph

Shay Deutsch, Gérard Medioni
Journal of Mathematical Imaging and Vision, 2017 | Paper

 

Computer Vision for Assistive Technologies

Marco Leo, G Medioni, M Trivedi, Takeo Kanade, Giovanni Maria Farinella
Computer Vision and Image Understanding, 2017 | Paper