Media Analytics | Patents

MEDIA ANALYTICS

PROJECTS

PEOPLE

PUBLICATIONS

Patents

Rut Detection For Road Infrastructure

Patent Number: 12,340,514
Samuel Schulter; Sparsh Garg; Yi-Hsuan Tsai; Vijay Kumar Baikampady Gopalkrishna; Manmohan Chandraker
June 24, 2025

Divide-And-Conquer For Lane-Aware Diverse Trajectory Prediction

Patent Number: 12,311,925
Sriram Nochur Narayanan; Francesco Pittaluga; Manmohan Chandraker; Buyu Liu; Ramin Moslemi
May 27, 2025

Robotic Navigation And Transport Of Objects

Patent Number: 12,311,555
Junha Roh; Sriram Nochur Narayanan; Ramin Moslemi
May 27, 2025

Multi-Modal Test-Time Adaptation

Patent Number: 12,254,681
Inkyu Shin; Ramin Moslemi; Bingbing Zhuang; Yi-Hsuan Tsai; Samuel Schulter; Buyu Liu; Sparsh Garg
March 18, 2025

Learning To Fuse Geometrical And Cnn Relative Camera Pose Via Uncertainty

Patent Number: 12,205,324
Bingbing Zhuang; Manmohan Chandraker
January 21, 2025

Semantic Image Capture Fault Detection

Patent Number: 12,205,356
Samuel Schulter; Sparsh Garg; Manmohan Chandraker
January 21, 2025

Uncertainty-Aware Fusion Towards Large-Scale Nerf

Patent Number: 12,131,422
Buyu Liu; Yi-Hsuan Tsai; Samuel Schulter; Nanbo Li; Bingbing Zhuang
October 29, 2024

End-To-End Parametric Road Layout Prediction With Cheap Supervision

Patent Number: 12,131,557
Bingbing Zhuang; Buyu Liu; Manmohan Chandraker
October 29, 2024

Face-Aware Person Re-identification System

Patent Number: 12,080,100
Xiang Yu; Masoud Faraki; Manmohan Chandraker; Yi-Hsuan Tsai; Yumin Suh
September 3, 2024

Multi-Domain Semantic Segmentation With Label Shifts

Patent Number:12,045,992
Masoud Faraki; Yumin Suh; Yi-Hsuan Tsai; Manmohan Chandraker; Dongwan Kim; Sparsh Garg
July 23, 2024

Simulating Diverse Long-Term Future Trajectories In Road Scenes

Patent Number: 12,005,892
Manmohan Chandraker; Sriram Nochur Narayanan
June 11, 2024

Monocular 3D Object Localization From Temporal Aggregation

Patent Number: 11,987,236
Pan Ji; Buyu Liu; Bingbing Zhuang; Xiangyu Chen; Manmohan Chandraker
May 21, 2024

Domain Generalized Margin Via Meta-Learning For Deep Face Recognition

Patent Number: 11,977,602
Ramin Moslemi; Masoud Faraki; Yi-Hsuan Tsai; Chang Liu; Xiang Yu; Manmohan Chandraker
May 7, 2024

Face Recognition from Unseen Domains via Learning of Semantic Features

Patent Number 11,947,626
Masoud Faraki; Yumin Suh; Yi-Hsuan Tsai; Manmohan Chandraker; Xiang Yu
April 2, 2024

Multi-Agent Trajectory Prediction

Patent Number: 11,816,901
Francesco Pittaluga; Manmohan Chandraker; Sriram Nochur Narayanan; Ramin Moslemi; Buyu Liu
November 14, 2023

Facial Recognition For Masked Individuals

Patent Number: 11,710,346
Xiang Yu; Ting Wang; Yi-Hsuan Tsai; Masoud Faraki; Ming-Fang Huang; Jian Fang; Yue Tian; Francesco Pittaluga; Gaurav Sharma; Yuheng Chen; Manmohan Chandraker
July 25, 2023

Joint Rolling Shutter Image Stitching and Rectification

Patent Number: 11,694,311
Bingbing Zhuang; Quoc-Huy Tran
July 04, 2023

Self-Supervised Cross-Video Temporal Difference Learning For Unsupervised Domain Adaptation

Patent Number: 11,676,370
Jinwoo Choi; Gaurav Sharma
June 13, 2023

Human Detection In Scenes

Patent Number: 11,610,420
Buyu Liu; Kihyuk Sohn; Jong-Chyi Su; Manmohan Chandraker; Yi-Hsuan Tsai
March 21, 2023

Domain Adaptation For Structured Output Via Disentangled Representations

Patent Number: 11,604,943
Kihyuk Sohn; Samuel Schulter; Manmohan Chandraker; Yi-Hsuan Tsai
March 14, 2023

Segmentation To Determine Lane Markings And Road Signs

Patent Number: 11,604,945
Yi-Hsuan Tsai; Manmohan Chandraker; Kihyuk Sohn; Buyu Liu; Jong-Chyi Su
March 14, 2023

Deep Face Recognition Based On Clustering Over Unlabeled Face Data

Patent Number: 11,600,113
Xiang Yu; Manmohan Chandraker; Aruni RoyChowdhury; Kihyuk Sohn
March 7, 2023

Joint Rolling Shutter Correction And Image Deblurring

Patent Number: 11,599,974
Quoc-Huy Tran; Manmohan Chandraker; Bingbing Zhuang; Pan Ji
March 7, 2023

Obstacle Detection In Road Scenes

Patent Number: 11,594,041
Kihyuk Sohn; Buyu Liu; Yi-Hsuan Tsai; Manmohan Chandraker; Jong-Chyi Su
February 28, 2023

Construction Zone Segmentation

Patent Number: 11,580,334
Manmohan Chandraker; Buyu Liu; Jong-Chyi Su; Kihyuk Sohn; Yi-Hsuan Tsai
February 14, 2023

Universal Feature Representation Learning For Face Recognition

Patent Number: 11,580,780
Yichun Shi; Xiang Yu; Manmohan Chandraker; Kihyuk Sohn
February 14, 2023

Learning To Simulate

Patent Number: 11,518,382
Nataniel Ruiz; Samuel Schulter; Manmohan Chandraker
December 6, 2022

Privacy-Preserving Visual Recognition Via Adversarial Learning

Patent Number: 11,520,923
Yi-Hsuan Tsai; Manmohan Chandraker; Kihyuk Sohn
December 6, 2022

Scene Attribute Annotation of Complex Road Typographies

Patent Number: 11,468,591
Samuel Schulter
October 11, 2022

Shuffle, Attend, and Adapt: Video Domain Adaptation by Clip Order Prediction and Clip Attention Alignment

Patent Number: 11,468,680
Gaurav Sharma; Samuel Schulter; Jinwoo Choi
October 11, 2022

Pseudo RGB-D for Self-Improving Monocular Slam and Depth Prediction

Patent Number: 11,468,585
Manmohan Chandraker; Quoc-Huy Tran; Pan Ji; Lokender Tiwari
October 11, 2022

Multi-Task Perception Network with Applications to Scene Understanding and Advanced Driver-Assistance System

Patent Number: 11,462,112
Buyu Liu; Paul Vernaza; Samuel Schulter; Manmohan Chandraker; Yi-Hsuan Tsai; Quoc-Huy Tran; Pan Ji
October 4, 2022

Parametric Top-View Representation of Complex Road Scenes

Patent Number: 11,455,813
Samuel Schulter; Buyu Liu; Manmohan Chandraker; Bingbing Zhuang
September 27, 2022

Parametric Top-View Representation Of Scenes

Patent Number: 11,373,067
Buyu Liu; Ziyan Wang; Samuel Schulter; Manmohan Chandraker
June 28, 2022

Self-Supervised Visual Odometry Framework Using Long-Term Modeling And Incremental Learning

Patent Number: 11,321,853
Pan Ji; Manmohan Chandraker; Yuliang Zou; Quoc-Huy Tran
May 3, 2022

Action Recognition System For Action Recognition In Unlabeled Videos With Domain Adversarial Learning And Knowledge Distillation

Patent Number: 11,314,993
Manmohan Chandraker; Kihyuk Sohn; Xiang Yu
April 26, 2022

Unsupervised Domain Adaptation for Video Classification

Patent Number: 11,301,716
Manmohan Chandraker; Jinwoo Choi; Gaurav SharApril 12, 2022

Face Spoofing Detection Using A Physical-Cue-Guided Multi-Source Multi-Channel Framework

Patent Number: 11,250,282
Junru Wu; Xiang Yu; Buyu Liu; Manmohan Chandraker
February 15, 2022

Human Action Recognition In Drone Videos

Patent Number: 11,250,573
Gaurav Sharma; Manmohan Chandraker; Jinwoo Choi
February 15, 2022

Image/Video Deblurring Using Convolutional Neural Networks With Applications To Sfm/Slam With Blurred Images/Videos

Patent Number: 11,222,409
Quoc-Huy Tran; Pan Ji; Manmohan Chandraker; Bingbing Zhuang
January 11, 2022

Object Detection With Training From Multiple Datasets

Patent Number: 11,222,238
Samuel Schulter; Yi-Hsuan Tsai; Xiangyun Zhao; Manmohan Chandraker; Gaurav SharJanuary 11, 2022

Attention And Warping Based Domain Adaptation For Videos

Patent Number: 11,222,210
Gaurav Sharma; Manmohan Chandraker
January 11, 2022

Traffic Prediction With Reparameterized Pushforward Policy For Autonomous Vehicles

Patent Number: 11,189,171
Nicholas Rhinehart; Paul Vernaza
November 30, 2021

Rolling Shutter Rectification In Images/Videos Using Convolutional Neural Networks With Applications To Sfm/Slam With Rolling Shutter Images/Videos

Patent Number: 11,132,586
Manmohan Chandraker; Quoc-Huy Tran; Pan Ji; Bingbing Zhuang
September 28, 2021

Recognizing Fine-Grained Objects In Surveillance Camera Images

Patent Number: 11,087,142
Shuyang Dai; Kihyuk Sohn; Yi-Hsuan Tsai; Manmohan Chandraker
August 10, 2021

Viewpoint Invariant Object Recognition By Synthesization And Domain Adaptation

Patent Number: 11,055,989
Luan Tran; Kihyuk Sohn; Manmohan Chandraker; Xiang Yu
July 6, 2021

Balancing Diversity And Precision Of Generative Models With Complementary Density Estimators

Patent Number: 11,049,265
Anqi Liu; Kihyuk Sohn; Nicholas Rhinehart; Paul Vernaza
June 29, 2021

Pose-Variant 3D Facial Attribute Generation

Patent Number: 10,991,145
Feng-Ju Chang; Xiang Yu; Manmohan Chandraker
April 27, 2021

Media Analytics News

NEC Labs America Joins CS3 Advisory Board to Advance Smart Streetscapes

May 19, 2025

NEC Laboratories America has joined the Center for Smart Streetscapes (CS3) Advisory Board, a National Science Foundation–funded initiative advancing urban innovation through technology, data, and design. As a leader in AI, computer vision, and edge computing, NEC Labs America will collaborate with researchers, civic leaders, and industry partners to develop intelligent infrastructure that enhances safety, accessibility, and efficiency in public spaces.

Multiple Sensor-head Phase-sensitive Optical Time-domain Laser Vibrometer

May 4, 2025

We propose a hybrid remote and distributed vibration sensing system based on phase-sensitive optical time-domain reflectometry with collimator-based sensor heads. We demonstrate dual-laser vibrometers that detects nm-scale displacements of remote targets.

Evidence-Based Out-of-Distribution Detection on Multi-Label Graphs

May 3, 2025

The Out-of-Distribution (OOD) problem in graph-structured data is becoming increasingly important in various areas of research and applications, including social network recommendation [36], protein function detection [9, 21], etc. Furthermore, owing to the inherent multi-label properties of nodes, multi-label OOD detection remains more challenging than in multi-class scenarios. A lack of uncertainty modeling in multi-label classification methods prevents the separation of OOD nodes from in-distribution (ID) nodes. Existing uncertainty-based OOD detection methods on graphs are not applicable for multi-label scenarios because they are designed for multi-class settings. Therefore, node-level OOD detection on multi-label graphs becomes desirable but rarely touched. In this paper, we pro-pose a novel Evidence-Based Out-of-Distribution Detection method on multi-label graphs. The evidence for multiple labels, which indicates the amount of support to suggest that a sample should be classified into a specific class, is predicted by Multi-Label Evidential Graph Neural Networks (ML-EGNNs). The joint belief is designed for multi-label opinions fusion by a comultiplication operator. Additionally, we intro-duce a Kernel-based Node Positive Evidence Estimation (KNPE) method to reduce errors in quantifying positive evidence. Experimental results prove both the effectiveness and efficiency of our model for multi-label OOD detection on 7 multi-label benchmarks.