Voronezh, Voronezh, Russian Federation
Russian Federation
Voronezh, Voronezh, Russian Federation
With a large number of cameras being deployed in public places and the rapid development of artificial intelligence, pedestrian detection systems are widely used in life. Both object detection and re-identification have been hot topics in computer vision research in recent years. It drives the development of smart security, smart video surveillance, and smart retrieval.
pedestrian detection models, re-identification, convolutional networks
1. Girshik R., Donah'yu Dzh., Darrell T. i Malik. Bogatye ierarhii ob'ektov dlya tochnogo obnaruzheniya ob'ektov i semanticheskoy segmentacii: Materialy konferencii IEEE 2014 goda po komp'yuternomu zreniyu i raspoznavaniyu obrazov. Kolumbus, Ogayo, SShA: IEEE, 2014. S.580-587
2. Redmon Dzh., Divvala S., Girshik R. i dr. Vy tol'ko posmotrite odin raz: Unificirovannoe obnaruzhenie ob'ektov v real'nom vremeni: Protokol konferencii IEEE po komp'yuternomu videniyu i raspoznavaniyu obrazov. Vashington, okrug Kolumbiya: IEEEComputersociety, 2016. S. 779-788.
3. Ren S, On K, Girshikr i dr. Bolee bystryy R-CNN: K obnaruzheniyu ob'ektov v real'nom vremeni s pomosch'yu setey regional'nyh predlozheniy: Tranzakcii IEEE po analizu shablonov i mashinnomu intellektu, 2017. Str. 1137-1149.
4. Kayven' Duan', Son Bay, Linsisi, Hungan Ci, Cinmin Huan, Ci Tyan', Internet: Klyuchevye tochki dlya opredeleniya ob'ekta: Universitet Kitayskoy akademii nauk, Oksfordskiy universitet, Laboratoriya Huawei Noev kovcheg, 2019 god.
5. Peyze Sun, Rufen Chzhan, I Czyan, Tao Kong, Chen'fen Syuy, Vey Chzhan', Masaesi Tomizuka, Ley Li, Czehuan' Yuan', Chanhu Van, Pin Lo, Redkiy R- CNN: Skvoznoe obnaruzhenie ob'ektov s obuchaemymi predlozheniyami: CVPR 2021.
6. Filkovich I., Kalafatich Z., Hrkach, Glubokoe metricheskoe obuchenie dlya povtornoy identifikacii i deidentifikacii lichnosti: 39-ya Mezhdunarodnaya konvenciya po informacionno-kommunikacionnym tehnologiyam, elektronike i mikroelektronike. Opatiya, 2016. S. 1360.
7. HE S, LO H, VAN P i dr. TransReID: Povtornaya identifikaciya ob'ekta na osnove transformatora: Alibaba Group, Universitet Chzheczyana, 2021 god.
8. Ichao Yan', Czin'pen Li, Cze Cin', Son Bay, Shencay Lyao, Li Lyu, Fan' Chzhu, Lin Shao, Poisk lyudey bez privyazki: CVPR 2021.
9. Cheng D., Gong Yu. H., Chzhou S. P. i dr., Povtornaya identifikaciya cheloveka s pomosch'yu mnogokanal'nogo CNN na osnove detaley s uluchshennoy funkciey poteri tripletov: Konferenciya IEEE 2016 goda po komp'yuternomu zreniyu i raspoznavaniyu obrazov (CVPR). Las-Vegas, 2016. S.1335