no code implementations • 15 Nov 2023 • Miaowei Wang, Daniel Morris
To address this, we propose a fully self-annotated method to train a smeared point removal classifier.
1 code implementation • 24 May 2023 • Jiajia Li, Dong Chen, Xinda Qi, Zhaojian Li, Yanbo Huang, Daniel Morris, Xiaobo Tan
In addition, a systematic review of various agricultural applications exploiting these label-efficient algorithms, such as precision agriculture, plant phenotyping, and postharvest quality assessment, is presented.
no code implementations • 30 Apr 2023 • Su Pang, Daniel Morris, Hayder Radha
The second module learns radar features from multiple radar scans and then applies transformer decoder to learn the interactions between radar features and vision-updated queries.
no code implementations • 3 Sep 2021 • Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
Examples provide a precise but incomplete specification, and natural language provides an ambiguous but more "complete" task description.
no code implementations • ICCV 2021 • Yunfei Long, Daniel Morris, Xiaoming Liu, Marcos Castro, Punarjay Chakravarty, Praveen Narayanan
A distinctive feature of Doppler radar is the measurement of velocity in the radial direction for radar points.
no code implementations • CVPR 2021 • Yunfei Long, Daniel Morris, Xiaoming Liu, Marcos Castro, Punarjay Chakravarty, Praveen Narayanan
Here we propose a radar-to-pixel association stage which learns a mapping from radar returns to pixels.
1 code implementation • CVPR 2021 • Saif Imran, Xiaoming Liu, Daniel Morris
Key to our method is the use of an asymmetric loss function that operates on a novel twin-surface representation.
1 code implementation • 2 Sep 2020 • Su Pang, Daniel Morris, Hayder Radha
There have been significant advances in neural networks for both 3D object detection using LiDAR and 2D object detection using video.
no code implementations • 1 May 2019 • Yunfei Long, Amber Bassett, Karen Cichy, Addie Thompson, Daniel Morris
Splits on canned beans appear in the process of preparation and canning.
no code implementations • CVPR 2019 • Saif Imran, Yunfei Long, Xiaoming Liu, Daniel Morris
We also show that the standard Mean Squared Error (MSE) loss function can promote depth mixing, and thus propose instead to use cross-entropy loss for DC.