V
Varghese Alex Kollerathu
Researcher at Siemens
Publications - 5
Citations - 134
Varghese Alex Kollerathu is an academic researcher from Siemens. The author has contributed to research in topics: Object detection & Computer science. The author has an hindex of 4, co-authored 5 publications receiving 68 citations.
Papers
More filters
Proceedings ArticleDOI
VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results
Dawei Du,Yue Zhang,Zexin Wang,Zhikang Wang,Zichen Song,Ziming Liu,Liefeng Bo,Hailin Shi,Rui Zhu,Aashish Kumar,Aijin Li,Almaz Zinollayev,Anuar Askergaliyev,Arne Schumann,Binjie Mao,Pengfei Zhu,Byeongwon Lee,Chang Liu,Changrui Chen,Chunhong Pan,Chunlei Huo,Da Yu,DeChun Cong,Dening Zeng,Dheeraj Reddy Pailla,Di Li,Longyin Wen,Dong Wang,Donghyeon Cho,Dongyu Zhang,Furui Bai,George Jose,Guangyu Gao,Guizhong Liu,Haitao Xiong,Hao Qi,Haoran Wang,Xiao Bian,Heqian Qiu,Hongliang Li,Huchuan Lu,Ildoo Kim,Jaekyum Kim,Jane Shen,Jihoon Lee,Jing Ge,Jingjing Xu,Jingkai Zhou,Haibin Lin,Jonas Meier,Jun Won Choi,Junhao Hu,Junyi Zhang,Junying Huang,Kaiqi Huang,Keyang Wang,Lars Sommer,Lei Jin,Lei Zhang,Qinghua Hu,Lianghua Huang,Lin Sun,Lucas Steinmann,Meixia Jia,Nuo Xu,Pengyi Zhang,Qiang Chen,Qingxuan Lv,Qiong Liu,Qishang Cheng,Tao Peng,Sai Saketh Chennamsetty,Shuhao Chen,Shuo Wei,Srinivas S S Kruthiventi,Sungeun Hong,Sungil Kang,Tong Wu,Tuo Feng,Varghese Alex Kollerathu,Wanqi Li,Jiayu Zheng,Wei Dai,Weida Qin,Weiyang Wang,Xiaorui Wang,Xiaoyu Chen,Xin Chen,Xin Sun,Xin Zhang,Xin Zhao,Xindi Zhang,Xinyao Wang,Xinyu Zhang,Xuankun Chen,Xudong Wei,Xuzhang Zhang,Yanchao Li,Yifu Chen,Yu Heng Toh,Yu Zhang,Yu Zhu,Yunxin Zhong +102 more
TL;DR: The Vision Meets Drone Object Detection in Image Challenge (VME-DET 2019) as discussed by the authors, held in conjunction with the 17th International Conference on Computer Vision (ICCV 2019), focuses on image object detection on drones.
Proceedings ArticleDOI
VisDrone-VID2019: The Vision Meets Drone Object Detection in Video Challenge Results
Pengfei Zhu,Yue Zhang,Liefeng Bo,Hailin Shi,Rui Zhu,Bing Dong,Dheeraj Reddy Pailla,Feng Ni,Guangyu Gao,Guizhong Liu,Haitao Xiong,Dawei Du,Jing Ge,Jingkai Zhou,Jinrong Hu,Lin Sun,Long Chen,Martin Lauer,Qiong Liu,Sai Saketh Chennamsetty,Ting Sun,Tong Wu,Longyin Wen,Varghese Alex Kollerathu,Wei Tian,Weida Qin,Xier Chen,Xingjie Zhao,Yanchao Lian,Yinan Wu,Ying Li,Yingping Li,Yiwen Wang,Xiao Bian,Yuduo Song,Yuehan Yao,Yunfeng Zhang,Zhaoliang Pi,Zhaotang Chen,Zhenyu Xu,Zhibin Xiao,Zhipeng Luo,Ziming Liu,Haibin Ling,Qinghua Hu,Tao Peng,Jiayu Zheng,Xinyao Wang +47 more
TL;DR: The goal is to advance the state-of-the-art detection algorithms and provide a comprehensive evaluation platform for them and demonstrate that there still remains a large room for improvement for object detection algorithms on drones.
Proceedings Article
Comparative Study on various Losses for Vehicle Re-identification
Adithya Shankar,Akhil Poojary,Varghese Alex Kollerathu,Chandan Yeshwanth,Sheetal Reddy,Vinay Sudhakaran +5 more
TL;DR: This paper tackles the problem of vehicle reidentification, which has extensive applications in traffic analysis such as anomaly detection, congestion pricing and tolling and proposes a pipeline that achieves state of the art performance on the VeRi dataset.
Posted Content
Object detection on aerial imagery using CenterNet.
TL;DR: This work evaluates CenterNet, a state of the art method for real-time 2D object detection, on the VisDrone2019 dataset and evaluates the performance of the model with different backbone networks in conjunction with varying resolutions during training and testing.
Journal ArticleDOI
Real-Time Traffic Counter Using Mobile Devices
TL;DR: This work focuses on developing an ATCC system that is low cost, privacy-preserving, and auditable using state-of-the-art AI technology on mobile phones.