In the 1998 case of Ronald Dwayne Whitfield v. Texas, Whitfield was convicted for possession of cocaine and sentenced to life imprisonment due to his status as a habitual offender. The conviction was based on evidence obtained during a warrantless search by police officers who had stopped him for driving without wearing a seatbelt. On appeal, he argued that the evidence should have been suppressed because it resulted from an illegal detention and search in violation of his Fourth Amendment rights against unreasonable searches and seizures. The Supreme Court held that the traffic stop did not violate Whitfield's constitutional rights since driving without wearing a seat belt is considered an offense under Texas law, giving police probable cause to stop him. Furthermore, they ruled that once stopped legally, if there are reasonable grounds to believe there may be contraband in the vehicle (in this case due to visible drug paraphernalia), then it can be searched without violating any constitutional protections.

The dissenting opinion in the case of Ronald Dwayne Whitfield v. Texas argued that the majority's decision to uphold Whitfield's conviction was flawed due to issues with eyewitness identification and testimony. The dissent pointed out that there were significant inconsistencies and inaccuracies in the victim’s description of her attacker, which raised reasonable doubts about Whitfield being correctly identified as the perpetrator. Furthermore, it was noted that no physical evidence linked him to the crime scene or corroborated his guilt beyond a reasonable doubt. The dissent also criticized how law enforcement conducted their investigation, suggesting they may have influenced or pressured witnesses into identifying Whitfield as guilty during photo lineups and live lineups without proper safeguards against misidentification. Therefore, they believed this could potentially lead to wrongful convictions based on unreliable eyewitness testimonies.