Program

13:30 Welcome Message from the Chairs  
13:40 Keynote Talk: CNN with Long Wave Infrared cameras in various of applications Pierre Boulanger
(FLIR)

Spotlight Presentations (14:20 - 14:50)

14:20 Image Recovery in the Infrared Domain via Path-Augmented Compressive Sampling Matching Pursuit Tegan H. Emerson, Colin Olson
14:25 Sur-Real: Frechet Mean and Distance Transform for Complex-Valued Deep Learning Rudrasis Chakraborty, Jiayun Wang, Stella X. Yu
14:30 SAR Image Classification Using Few-shot Cross-domain Transfer Learning Mohammad Rostami, Soheil Kolouri, Eric Eatonm, Kyungnam Kim
14:35 Generative adversarial networks for spectral super-resolution and bidirectional RGB-to-multispectral mapping Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal
14:40 Pedestrian Detection in Thermal Images using Saliency Maps Debasmita Ghose, Shasvat Mukeshkumar Desai, Sneha Bhattacharya, Deep Chakraborty, Madalina Fiterau, Tauhidur Rahman
14:45 Borrow from Anywhere: Pseudo Multi-modal Object Detection in Thermal Imagery Chaitanya Devaguptapu, Ninad Akolekar, Manuj M. Sharma, Vineeth N. Balasubramanian
14:50 Keynote Talk: Imaging Spectroscopy for Earth and Planetary Science Dr. David R. Thompson
(NASA/Caltech)
15:30 Coffee Break  

Poster Session (15:45 - 17:00)

15:45 Segmentation of Low-Level Temporal Plume Patterns from IR Video Ozge Whiting, Rajeev Bhatt, Mustafa Uzunbas, Thai Hoang
Comparing the Effects of Annotation Type on Machine Learning Detection Performance James F. Mullen, Frank Tanner, Phil Sallee
Siamese CNNs for RGB-LWIR Disparity Estimation David-Alexandre Beaupre, Guillaume-Alexandre Bilodeau
Image Recovery in the Infrared Domain via Path-Augmented Compressive Sampling Matching Pursuit Tegan H. Emerson, Colin Olson
Sur-Real: Frechet Mean and Distance Transform for Complex-Valued Deep Learning Rudrasis Chakraborty, Jiayun Wang, Stella X. Yu
Channel Attention Networks Alexei Bastidas, Hanlin Tang
Variational Learning of Beta-Liouville Hidden Markov Models for Infrared Action Recognition Samr Ali, Nizar Bouguila
SAR Image Classification Using Few-shot Cross-domain Transfer Learning Mohammad Rostami, Soheil Kolouri, Eric Eatonm, Kyungnam Kim
A Benchmark for Deep Learning Based Object Detection in Maritime Environments Sebastian Moosbauer, Daniel Koenig, Jens Jaekel, Michael Teutsch
Generative adversarial networks for spectral super-resolution and bidirectional RGB-to-multispectral mapping Kin Gwn Lore, Kishore K. Reddy, Michael Giering, Edgar A. Bernal
Three-Stream Convolutional Neural Network with Multi-task and Ensemble Learning for 3D Action Recognition Duohan Liang, Guoliang Fan, Guangfeng Lin, Wanjun Chen, Xiaorong Pan, Hong Zhu
In-Vehicle Occupancy Detection with Convolutional Networks on Thermal Images Farzan Nowruzim, Wassim El Ahmar, Robert Laganiere, Amir Ghods
Filter Guided Manifold Optimization in the Autoencoder Latent Space Nate C. Lannan, Guoliang Fan
Hyperspectral Data To Relative Lidar Depth: An Inverse Problem For Remote Sensing Savas Ozkan, Gozde Akar
Online Reconstruction of Indoor Scenes with Local Manhattan Frame Growing Mahdi Yazdanpour, Guoliang Fan, Weihua Sheng
Colorizing Near Infrared Images through a Cyclic Adversarial Approach of Unpaired Samples Armin Mehri, Angel D. Sappa
An Examination of Deep-Learning Based Landmark Detection Methods on Thermal Face Imagery Domenick Poster, Shuowen (Sean) Hu, Nasser Nasrabadi, Benjamin Riggan
Pedestrian Detection in Thermal Images using Saliency Maps Debasmita Ghose, Shasvat Mukeshkumar Desai, Sneha Bhattacharya, Deep Chakraborty, Madalina Fiterau, Tauhidur Rahman
Surrogate Contrastive Network for Supervised Band Selection in Multispectral Computer Vision Tasks Edgar A. Bernal
Dual Graphical Models for Relational Modeling of Indoor Object Categories Lin Guo, Guoliang Fan, Weihua Sheng
Image Vegetation Index through a Cycle Generative Adversarial Network Patricia L. Suarez, Angel Sappa, Boris Vintimilla, Riad Hammoud
MU-Net: Deep Learning-based Thermal IR Image Estimation from RGB Image Yumi Iwashita, Kazuto Nakashima, Sir Rafol, Adrian Stoica, Ryo Kurazume
Borrow from Anywhere: Pseudo Multi-modal Object Detection in Thermal Imagery Chaitanya Devaguptapu, Ninad Akolekar, Manuj M. Sharma, Vineeth N. Balasubramanian
17:00 Keynote Talk: Transfer Learning for Multi-Task Perception and Robotics Dr. Amir R. Zamir
(Stanford & UC Berkeley)

Closing Session (17:40 - 18:00)

17:40 Closing Remarks  
17:55 TuSimple best paper award  
18:00 End of Workshop