Search

Your search keyword '"Huang, Zehua"' showing total 9 results
Start Over Author "Huang, Zehua" Database OAIster
9 results on '"Huang, Zehua"'

1. Understanding Convolution for Semantic Segmentation

Author

Wang, Panqu, Chen, Pengfei, Yuan, Ye, Liu, Ding, Huang, Zehua, Hou, Xiaodi, Cottrell, Garrison, Wang, Panqu, Chen, Pengfei, Yuan, Ye, Liu, Ding, Huang, Zehua, Hou, Xiaodi, and Cottrell, Garrison

Abstract

Recent advances in deep learning, especially deep convolutional neural networks (CNNs), have led to significant improvement over previous semantic segmentation systems. Here we show how to improve pixel-wise semantic segmentation by manipulating convolution-related operations that are of both theoretical and practical value. First, we design dense upsampling convolution (DUC) to generate pixel-level prediction, which is able to capture and decode more detailed information that is generally missing in bilinear upsampling. Second, we propose a hybrid dilated convolution (HDC) framework in the encoding phase. This framework 1) effectively enlarges the receptive fields (RF) of the network to aggregate global information; 2) alleviates what we call the "gridding issue" caused by the standard dilated convolution operation. We evaluate our approaches thoroughly on the Cityscapes dataset, and achieve a state-of-art result of 80.1% mIOU in the test set at the time of submission. We also have achieved state-of-the-art overall on the KITTI road estimation benchmark and the PASCAL VOC2012 segmentation task. Our source code can be found at https://github.com/TuSimple/TuSimple-DUC ., Comment: WACV 2018. Updated acknowledgements. Source code: https://github.com/TuSimple/TuSimple-DUC

Published
2017

2. The Visual Object Tracking VOT2015 challenge results

Author

Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, and Hong, Zhibin

Abstract

The Visual Object Tracking challenge 2015, VOT2015, aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 62 trackers are presented. The number of tested trackers makes VOT 2015 the largest benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the appendix. Features of the VOT2015 challenge that go beyond its VOT2014 predecessor are: (i) a new VOT2015 dataset twice as large as in VOT2014 with full annotation of targets by rotated bounding boxes and per-frame attribute, (ii) extensions of the VOT2014 evaluation methodology by introduction of a new performance measure. The dataset, the evaluation kit as well as the results are publicly available at the challenge website(1).

Published
2015
Full Text
View/download PDF

3. The Visual Object Tracking VOT2015 Challenge Results

Author

Kristan, Matej, Matas, Jiří George, Leonardis, Aleš De, Felsberg, Michael, Čehovin, Luka, Fernández, Gustavo Javier, Vojíř, Tomáš, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukežič, Alan, García-Martín, Álvaro, Saffari, Amir, Petrosino, Alfredo, Montero, Andrés Solís, Varfolomieiev, Anton, Baskurt, Atilla M., Zhao, Baojun, Ghanem, Bernard, Martínez, Brais, Lee, Byeongju, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil V., Du, Dawei, Yeung, Dit Yan, Ribeiro, Eraldo, Khan, Fahadshahbaz, Porikli, Fatih Murat, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna S., Kieritz, Hilke, Yau, Hingtuen, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jaechan, Cho, Jaeil, Lee, Jaeyeong, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Choi, Jinyoung, Kim, Jiwan, Lang, Jochen, Martínez, José M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan Pan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Wong, Kinhong, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mahdieh, Maresca, Mario Edoardo, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel F., Tang, Ming, Chang, Mingching, Khan, Muhammadharis, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H S, Wang, Qiang, Martín-Nieto, Rafael, Pelapur, Rengarajan V., Bowden, Richard, Laganière, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Songchun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart M., Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony Paul, Hu, Weiming, Hübner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Chen, Zhaoyun, Huang, Zehua, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Li, Yuezun, Chen, Zhe, Kristan, Matej, Matas, Jiří George, Leonardis, Aleš De, Felsberg, Michael, Čehovin, Luka, Fernández, Gustavo Javier, Vojíř, Tomáš, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukežič, Alan, García-Martín, Álvaro, Saffari, Amir, Petrosino, Alfredo, Montero, Andrés Solís, Varfolomieiev, Anton, Baskurt, Atilla M., Zhao, Baojun, Ghanem, Bernard, Martínez, Brais, Lee, Byeongju, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil V., Du, Dawei, Yeung, Dit Yan, Ribeiro, Eraldo, Khan, Fahadshahbaz, Porikli, Fatih Murat, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna S., Kieritz, Hilke, Yau, Hingtuen, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jaechan, Cho, Jaeil, Lee, Jaeyeong, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Choi, Jinyoung, Kim, Jiwan, Lang, Jochen, Martínez, José M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan Pan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Wong, Kinhong, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mahdieh, Maresca, Mario Edoardo, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel F., Tang, Ming, Chang, Mingching, Khan, Muhammadharis, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H S, Wang, Qiang, Martín-Nieto, Rafael, Pelapur, Rengarajan V., Bowden, Richard, Laganière, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Songchun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart M., Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony Paul, Hu, Weiming, Hübner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Chen, Zhaoyun, Huang, Zehua, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Li, Yuezun, and Chen, Zhe

Abstract

The Visual Object Tracking challenge 2015, VOT2015, aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 62 trackers are presented. The number of tested trackers makes VOT 2015 the largest benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the appendix. Features of the VOT2015 challenge that go beyond its VOT2014 predecessor are: (i) a new VOT2015 dataset twice as large as in VOT2014 with full annotation of targets by rotated bounding boxes and per-frame attribute, (ii) extensions of the VOT2014 evaluation methodology by introduction of a new performance measure. The dataset, the evaluation kit as well as the results are publicly available at the challenge website. © 2015 IEEE.

Published
2015

4. The Visual Object Tracking VOT2015 Challenge Results

Author

Kristan, Matej, Matas, Jiří George, Leonardis, Aleš De, Felsberg, Michael, Čehovin, Luka, Fernández, Gustavo Javier, Vojíř, Tomáš, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukežič, Alan, García-Martín, Álvaro, Saffari, Amir, Petrosino, Alfredo, Montero, Andrés Solís, Varfolomieiev, Anton, Baskurt, Atilla M., Zhao, Baojun, Ghanem, Bernard, Martínez, Brais, Lee, Byeongju, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil V., Du, Dawei, Yeung, Dit Yan, Ribeiro, Eraldo, Khan, Fahadshahbaz, Porikli, Fatih Murat, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna S., Kieritz, Hilke, Yau, Hingtuen, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jaechan, Cho, Jaeil, Lee, Jaeyeong, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Choi, Jinyoung, Kim, Jiwan, Lang, Jochen, Martínez, José M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan Pan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Wong, Kinhong, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mahdieh, Maresca, Mario Edoardo, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel F., Tang, Ming, Chang, Mingching, Khan, Muhammadharis, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H S, Wang, Qiang, Martín-Nieto, Rafael, Pelapur, Rengarajan V., Bowden, Richard, Laganière, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Songchun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart M., Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony Paul, Hu, Weiming, Hübner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Chen, Zhaoyun, Huang, Zehua, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Li, Yuezun, Chen, Zhe, Kristan, Matej, Matas, Jiří George, Leonardis, Aleš De, Felsberg, Michael, Čehovin, Luka, Fernández, Gustavo Javier, Vojíř, Tomáš, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukežič, Alan, García-Martín, Álvaro, Saffari, Amir, Petrosino, Alfredo, Montero, Andrés Solís, Varfolomieiev, Anton, Baskurt, Atilla M., Zhao, Baojun, Ghanem, Bernard, Martínez, Brais, Lee, Byeongju, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil V., Du, Dawei, Yeung, Dit Yan, Ribeiro, Eraldo, Khan, Fahadshahbaz, Porikli, Fatih Murat, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna S., Kieritz, Hilke, Yau, Hingtuen, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jaechan, Cho, Jaeil, Lee, Jaeyeong, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Choi, Jinyoung, Kim, Jiwan, Lang, Jochen, Martínez, José M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan Pan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Wong, Kinhong, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mahdieh, Maresca, Mario Edoardo, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel F., Tang, Ming, Chang, Mingching, Khan, Muhammadharis, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H S, Wang, Qiang, Martín-Nieto, Rafael, Pelapur, Rengarajan V., Bowden, Richard, Laganière, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Songchun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart M., Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony Paul, Hu, Weiming, Hübner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Chen, Zhaoyun, Huang, Zehua, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Li, Yuezun, and Chen, Zhe

Abstract

The Visual Object Tracking challenge 2015, VOT2015, aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 62 trackers are presented. The number of tested trackers makes VOT 2015 the largest benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the appendix. Features of the VOT2015 challenge that go beyond its VOT2014 predecessor are: (i) a new VOT2015 dataset twice as large as in VOT2014 with full annotation of targets by rotated bounding boxes and per-frame attribute, (ii) extensions of the VOT2014 evaluation methodology by introduction of a new performance measure. The dataset, the evaluation kit as well as the results are publicly available at the challenge website. © 2015 IEEE.

Published
2015

5. The Visual Object Tracking VOT2015 challenge results

Author

Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, and Hong, Zhibin

Abstract

The Visual Object Tracking challenge 2015, VOT2015, aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 62 trackers are presented. The number of tested trackers makes VOT 2015 the largest benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the appendix. Features of the VOT2015 challenge that go beyond its VOT2014 predecessor are: (i) a new VOT2015 dataset twice as large as in VOT2014 with full annotation of targets by rotated bounding boxes and per-frame attribute, (ii) extensions of the VOT2014 evaluation methodology by introduction of a new performance measure. The dataset, the evaluation kit as well as the results are publicly available at the challenge website(1).

Published
2015
Full Text
View/download PDF

6. The Visual Object Tracking VOT2015 Challenge Results

Author

Kristan, Matej, Matas, Jiří George, Leonardis, Aleš De, Felsberg, Michael, Čehovin, Luka, Fernández, Gustavo Javier, Vojíř, Tomáš, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukežič, Alan, García-Martín, Álvaro, Saffari, Amir, Petrosino, Alfredo, Montero, Andrés Solís, Varfolomieiev, Anton, Baskurt, Atilla M., Zhao, Baojun, Ghanem, Bernard, Martínez, Brais, Lee, Byeongju, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil V., Du, Dawei, Yeung, Dit Yan, Ribeiro, Eraldo, Khan, Fahadshahbaz, Porikli, Fatih Murat, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna S., Kieritz, Hilke, Yau, Hingtuen, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jaechan, Cho, Jaeil, Lee, Jaeyeong, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Choi, Jinyoung, Kim, Jiwan, Lang, Jochen, Martínez, José M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan Pan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Wong, Kinhong, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mahdieh, Maresca, Mario Edoardo, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel F., Tang, Ming, Chang, Mingching, Khan, Muhammadharis, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H S, Wang, Qiang, Martín-Nieto, Rafael, Pelapur, Rengarajan V., Bowden, Richard, Laganière, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Songchun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart M., Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony Paul, Hu, Weiming, Hübner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Chen, Zhaoyun, Huang, Zehua, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Li, Yuezun, Chen, Zhe, Kristan, Matej, Matas, Jiří George, Leonardis, Aleš De, Felsberg, Michael, Čehovin, Luka, Fernández, Gustavo Javier, Vojíř, Tomáš, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukežič, Alan, García-Martín, Álvaro, Saffari, Amir, Petrosino, Alfredo, Montero, Andrés Solís, Varfolomieiev, Anton, Baskurt, Atilla M., Zhao, Baojun, Ghanem, Bernard, Martínez, Brais, Lee, Byeongju, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil V., Du, Dawei, Yeung, Dit Yan, Ribeiro, Eraldo, Khan, Fahadshahbaz, Porikli, Fatih Murat, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna S., Kieritz, Hilke, Yau, Hingtuen, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jaechan, Cho, Jaeil, Lee, Jaeyeong, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Choi, Jinyoung, Kim, Jiwan, Lang, Jochen, Martínez, José M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan Pan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Wong, Kinhong, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mahdieh, Maresca, Mario Edoardo, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel F., Tang, Ming, Chang, Mingching, Khan, Muhammadharis, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H S, Wang, Qiang, Martín-Nieto, Rafael, Pelapur, Rengarajan V., Bowden, Richard, Laganière, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Songchun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart M., Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony Paul, Hu, Weiming, Hübner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Chen, Zhaoyun, Huang, Zehua, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Li, Yuezun, and Chen, Zhe

Abstract

The Visual Object Tracking challenge 2015, VOT2015, aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 62 trackers are presented. The number of tested trackers makes VOT 2015 the largest benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the appendix. Features of the VOT2015 challenge that go beyond its VOT2014 predecessor are: (i) a new VOT2015 dataset twice as large as in VOT2014 with full annotation of targets by rotated bounding boxes and per-frame attribute, (ii) extensions of the VOT2014 evaluation methodology by introduction of a new performance measure. The dataset, the evaluation kit as well as the results are publicly available at the challenge website. © 2015 IEEE.

Published
2015

7. The Visual Object Tracking VOT2015 challenge results

Author

Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, and Hong, Zhibin

Abstract

The Visual Object Tracking challenge 2015, VOT2015, aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 62 trackers are presented. The number of tested trackers makes VOT 2015 the largest benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the appendix. Features of the VOT2015 challenge that go beyond its VOT2014 predecessor are: (i) a new VOT2015 dataset twice as large as in VOT2014 with full annotation of targets by rotated bounding boxes and per-frame attribute, (ii) extensions of the VOT2014 evaluation methodology by introduction of a new performance measure. The dataset, the evaluation kit as well as the results are publicly available at the challenge website(1).

Published
2015
Full Text
View/download PDF

8. The Visual Object Tracking VOT2015 challenge results

Author

Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, and Hong, Zhibin

Abstract

The Visual Object Tracking challenge 2015, VOT2015, aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 62 trackers are presented. The number of tested trackers makes VOT 2015 the largest benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the appendix. Features of the VOT2015 challenge that go beyond its VOT2014 predecessor are: (i) a new VOT2015 dataset twice as large as in VOT2014 with full annotation of targets by rotated bounding boxes and per-frame attribute, (ii) extensions of the VOT2014 evaluation methodology by introduction of a new performance measure. The dataset, the evaluation kit as well as the results are publicly available at the challenge website(1).

Published
2015
Full Text
View/download PDF

9. The Visual Object Tracking VOT2015 challenge results

Author

Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, Hong, Zhibin, Kristan, Matej, Matas, Jiri, Leonardis, Ales, Felsberg, Michael, Cehovin, Luka, Fernandez, Gustavo, Vojir, Tomas, Häger, Gustav, Nebehay, Georg, Pflugfelder, Roman, Gupta, Abhinav, Bibi, Adel, Lukezic, Alan, Garcia-Martins, Alvaro, Saffari, Amir, Petrosino, Alfredo, Solis Montero, Andres, Varfolomieiev, Anton, Baskurt, Atilla, Zhao, Baojun, Ghanem, Bernard, Martinez, Brais, Lee, ByeongJu, Han, Bohyung, Wang, Chaohui, Garcia, Christophe, Zhang, Chunyuan, Schmid, Cordelia, Tao, Dacheng, Kim, Daijin, Huang, Dafei, Prokhorov, Danil, Du, Dawei, Yeung, Dit-Yan, Ribeiro, Eraldo, Khan, Fahad, Porikli, Fatih, Bunyak, Filiz, Zhu, Gao, Seetharaman, Guna, Kieritz, Hilke, Tuen Yau, Hing, Li, Hongdong, Qi, Honggang, Bischof, Horst, Possegger, Horst, Lee, Hyemin, Nam, Hyeonseob, Bogun, Ivan, Jeong, Jae-chan, Cho, Jae-il, Lee, Jae-Young, Zhu, Jianke, Shi, Jianping, Li, Jiatong, Jia, Jiaya, Feng, Jiayi, Gao, Jin, Young Choi, Jin, Kim, Ji-Wan, Lang, Jochen, Martinez, Jose M., Choi, Jongwon, Xing, Junliang, Xue, Kai, Palaniappan, Kannappan, Lebeda, Karel, Alahari, Karteek, Gao, Ke, Yun, Kimin, Hong Wong, Kin, Luo, Lei, Ma, Liang, Ke, Lipeng, Wen, Longyin, Bertinetto, Luca, Pootschi, Mandieh, Maresca, Mario, Danelljan, Martin, Wen, Mei, Zhang, Mengdan, Arens, Michael, Valstar, Michel, Tang, Ming, Chang, Ming-Ching, Haris Khan, Muhammad, Fan, Nana, Wang, Naiyan, Miksik, Ondrej, Torr, Philip H. S., Wang, Qiang, Martin-Nieto, Rafael, Pelapur, Rengarajan, Bowden, Richard, Laganiere, Robert, Moujtahid, Salma, Hare, Sam, Hadfield, Simon, Lyu, Siwei, Li, Siyi, Zhu, Song-Chun, Becker, Stefan, Duffner, Stefan, Hicks, Stephen L., Golodetz, Stuart, Choi, Sunglok, Wu, Tianfu, Mauthner, Thomas, Pridmore, Tony, Hu, Weiming, Hubner, Wolfgang, Wang, Xiaomeng, Li, Xin, Shi, Xinchu, Zhao, Xu, Mei, Xue, Shizeng, Yao, Hua, Yang, Li, Yang, Lu, Yang, Li, Yuezun, Chen, Zhaoyun, Huang, Zehua, Chen, Zhe, Zhang, Zhe, He, Zhenyu, and Hong, Zhibin

Abstract

The Visual Object Tracking challenge 2015, VOT2015, aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 62 trackers are presented. The number of tested trackers makes VOT 2015 the largest benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the appendix. Features of the VOT2015 challenge that go beyond its VOT2014 predecessor are: (i) a new VOT2015 dataset twice as large as in VOT2014 with full annotation of targets by rotated bounding boxes and per-frame attribute, (ii) extensions of the VOT2014 evaluation methodology by introduction of a new performance measure. The dataset, the evaluation kit as well as the results are publicly available at the challenge website(1).

Published
2015
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results