Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF and FREAK descriptors techniques on different sizes of the dictionary for the Corel-1000 image collection.

Comparison of performance for various features from whole, manually segmented, and automatically segmented CXRs.

Arun Chauhan (179753)
Devesh Chauhan (659227)
Chittaranjan Rout (178018)

November 2014

Comparison of performance for various features from whole, manually segmented, and automatically ...

Performance comparison of the best DCBS and TTB systems with the different feature sets.

Huiwei Zhou (496486)
Huijie Deng (5664421)
Degen Huang (496485)
Minling Zhu (776409)

July 2015

Performance comparison of the best DCBS and TTB systems with the different feature sets.</p

Comparison of the classification performance by the proposed network and other methods.

Xiangdong Peng (11216133)
Xiao Zhou (122661)
Huaqiang Zhu (7436468)
Zejun Ke (14070341)
Congcheng Pan (14070344)

November 2022

Comparison of the classification performance by the proposed network and other methods.</p

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF-FREAK techniques on different sizes of the dictionary for the Corel-1500 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF-FREAK t...

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF-FREAK techniques on different sizes of the dictionary for the Caltech-256 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF-FREAK t...

MAP performance comparison of the proposed technique based on visual words fusion vs. features fusion of SURF-FREAK technique on different sizes of the dictionary for the Corel-1500 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

MAP performance comparison of the proposed technique based on visual words fusion vs. features fu...

Performance analysis using adaptive or weighted feature fusion of SURF-FREAK descriptors on the Corel-1000 image collection (bold values indicate best performance).

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance analysis using adaptive or weighted feature fusion of SURF-FREAK descriptors on the C...

Performance comparison and statistical analysis of different sizes of the dictionary and features percentages of the image on the Corel-1000 image collection (bold values indicate best performance).

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance comparison and statistical analysis of different sizes of the dictionary and features...

Comparison between visual words fusion vs. features fusion of SURF-FREAK using proposed technique on the Corel-1000 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Comparison between visual words fusion vs. features fusion of SURF-FREAK using proposed technique...

Comparison of the classification accuracies of different algorithms and different feature fusion methods.

Jianfang Cao (1881379)
Min Wang (21070)
Yanfei Li (3413285)
Qi Zhang (28502)

April 2019

Comparison of the classification accuracies of different algorithms and different feature fusion met...

Classification performance achieved with different feature reduction techniques.

Mahesh B. Nagarajan (695428)
Paola Coan (677932)
Markus B. Huber (695429)
Paul C. Diemoz (695430)
Axel Wismüller (20104)

February 2015

Classification performance achieved with different feature reduction techniques.</p

Performance of different feature combinations for disease detection and quantification.

Wenhui Chen (3208248)
Lianrong Zheng (3343868)
Kunyang Li (1806298)
Qian Wang (32718)
Guanzheng Liu (583993)
Qing Jiang (197843)

November 2016

Performance of different feature combinations for disease detection and quantification.</p

Performance comparison in terms of PR-curve on the Corel-1000 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance comparison in terms of PR-curve on the Corel-1000 image collection.</p

Comparison results of classification performance among ELM, SVM, and BPNN.

Huiling Chen (9525)
Bo Yang (104813)
Dayou Liu (515781)
Wenbin Liu (174604)
Yanlong Liu (289798)
Xiuhua Zhang (486216)
Lufeng Hu (829769)

November 2015

Comparison results of classification performance among ELM, SVM, and BPNN.</p

Comparison of accuracy rate of different features extracted with classification algorithms.

Khurram Ashfaq Qazi (4984505)
Tabassam Nawaz (4984502)
Zahid Mehmood (4526767)
Muhammad Rashid (2836631)
Hafiz Adnan Habib (2836637)

March 2018

Comparison of accuracy rate of different features extracted with classification algorithms.</p

Comparison of performance for various features from whole, manually segmented, and automatically segmented CXRs.

Arun Chauhan (179753)
Devesh Chauhan (659227)
Chittaranjan Rout (178018)

November 2014

Comparison of performance for various features from whole, manually segmented, and automatically ...

Performance comparison of the best DCBS and TTB systems with the different feature sets.

Huiwei Zhou (496486)
Huijie Deng (5664421)
Degen Huang (496485)
Minling Zhu (776409)

July 2015

Performance comparison of the best DCBS and TTB systems with the different feature sets.</p

Comparison of the classification performance by the proposed network and other methods.

Xiangdong Peng (11216133)
Xiao Zhou (122661)
Huaqiang Zhu (7436468)
Zejun Ke (14070341)
Congcheng Pan (14070344)

November 2022

Comparison of the classification performance by the proposed network and other methods.</p

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF-FREAK techniques on different sizes of the dictionary for the Corel-1500 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF-FREAK t...

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF-FREAK techniques on different sizes of the dictionary for the Caltech-256 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF-FREAK t...

MAP performance comparison of the proposed technique based on visual words fusion vs. features fusion of SURF-FREAK technique on different sizes of the dictionary for the Corel-1500 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

MAP performance comparison of the proposed technique based on visual words fusion vs. features fu...

Performance analysis using adaptive or weighted feature fusion of SURF-FREAK descriptors on the Corel-1000 image collection (bold values indicate best performance).

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance analysis using adaptive or weighted feature fusion of SURF-FREAK descriptors on the C...

Performance comparison and statistical analysis of different sizes of the dictionary and features percentages of the image on the Corel-1000 image collection (bold values indicate best performance).

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance comparison and statistical analysis of different sizes of the dictionary and features...

Comparison between visual words fusion vs. features fusion of SURF-FREAK using proposed technique on the Corel-1000 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Comparison between visual words fusion vs. features fusion of SURF-FREAK using proposed technique...

Comparison of the classification accuracies of different algorithms and different feature fusion methods.

Jianfang Cao (1881379)
Min Wang (21070)
Yanfei Li (3413285)
Qi Zhang (28502)

April 2019

Comparison of the classification accuracies of different algorithms and different feature fusion met...

Classification performance achieved with different feature reduction techniques.

Mahesh B. Nagarajan (695428)
Paola Coan (677932)
Markus B. Huber (695429)
Paul C. Diemoz (695430)
Axel Wismüller (20104)

February 2015

Classification performance achieved with different feature reduction techniques.</p

Performance of different feature combinations for disease detection and quantification.

Wenhui Chen (3208248)
Lianrong Zheng (3343868)
Kunyang Li (1806298)
Qian Wang (32718)
Guanzheng Liu (583993)
Qing Jiang (197843)

November 2016

Performance of different feature combinations for disease detection and quantification.</p

Performance comparison in terms of PR-curve on the Corel-1000 image collection.

Safia Jabeen (4994954)
Zahid Mehmood (4526767)
Toqeer Mahmood (4994945)
Tanzila Saba (4994948)
Amjad Rehman (4994957)
Muhammad Tariq Mahmood (4994951)

April 2018

Performance comparison in terms of PR-curve on the Corel-1000 image collection.</p

Comparison results of classification performance among ELM, SVM, and BPNN.

Huiling Chen (9525)
Bo Yang (104813)
Dayou Liu (515781)
Wenbin Liu (174604)
Yanlong Liu (289798)
Xiuhua Zhang (486216)
Lufeng Hu (829769)

November 2015

Comparison results of classification performance among ELM, SVM, and BPNN.</p

Comparison of accuracy rate of different features extracted with classification algorithms.

Khurram Ashfaq Qazi (4984505)
Tabassam Nawaz (4984502)
Zahid Mehmood (4526767)
Muhammad Rashid (2836631)
Hafiz Adnan Habib (2836637)

March 2018

Comparison of accuracy rate of different features extracted with classification algorithms.</p

Comparison of performance for various features from whole, manually segmented, and automatically segmented CXRs.

Arun Chauhan (179753)
Devesh Chauhan (659227)
Chittaranjan Rout (178018)

November 2014

Comparison of performance for various features from whole, manually segmented, and automatically ...

Performance comparison of the best DCBS and TTB systems with the different feature sets.

Huiwei Zhou (496486)
Huijie Deng (5664421)
Degen Huang (496485)
Minling Zhu (776409)

July 2015

Performance comparison of the best DCBS and TTB systems with the different feature sets.</p

Comparison of the classification performance by the proposed network and other methods.

Xiangdong Peng (11216133)
Xiao Zhou (122661)
Huaqiang Zhu (7436468)
Zejun Ke (14070341)
Congcheng Pan (14070344)

November 2022

Comparison of the classification performance by the proposed network and other methods.</p

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF and FREAK descriptors techniques on different sizes of the dictionary for the Corel-1000 image collection.

Abstract

Extracted data

Performance comparisons of standalone SURF, standalone FREAK, and features fusion of SURF and FREAK descriptors techniques on different sizes of the dictionary for the Corel-1000 image collection.

Abstract

Extracted data

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